CN109189465B

CN109189465B - User perception determining method and device and electronic equipment

Info

Publication number: CN109189465B
Application number: CN201810772214.9A
Authority: CN
Inventors: 岳晓林
Original assignee: Beijing QIYI Century Science and Technology Co Ltd
Current assignee: Beijing QIYI Century Science and Technology Co Ltd
Priority date: 2018-07-13
Filing date: 2018-07-13
Publication date: 2022-04-22
Anticipated expiration: 2038-07-13
Also published as: CN109189465A

Abstract

The embodiment of the invention provides a method and a device for determining user perceptibility and electronic equipment. The method comprises the following steps: displaying at least one test picture for perceptibility test to a user; the picture content of each test picture is the page content of a first version page or a second version page of the client; acquiring a version identification result of each test picture of a user; based on the obtained identification results of the versions, sending evaluation information for determining the user perceptibility to a second electronic device, so that the second electronic device determines the identification accuracy by using the evaluation information reported by at least one first electronic device including the first electronic device, and based on the identification accuracy, determining the user perceptibility corresponding to the client. Compared with the prior art, the method and the device for page reprinting can improve the accuracy of the obtained user perception for page reprinting.

Description

User perception determining method and device and electronic equipment

Technical Field

The invention relates to the technical field of computer client application, in particular to a method and a device for determining user perceptibility and an electronic device.

Background

Currently, it has become very common to revise a client page in a client design process, for example, when a technician performs operations such as function optimization or page beautification on a client, the page of the client is often revised, so that the revised page can be more adaptive to the optimized client function, or the revised page is more beautiful, and can better attract the attention of a user.

Since the page difference before and after the page is modified is small in many times, the user cannot well find the change of the page when using the client, and in other times, the user may not like the modified page. Therefore, after the technician performs the page modification on the page of a certain client, the technician can determine whether to use the modified page or not or whether to modify the modified page again or the like according to the perception of the user on the page modification. The perception degree refers to the degree of attention of the user to page reprinting, and the higher the perception degree is, the more the user can pay attention to the change before and after page reprinting. In the prior art, technicians usually obtain the perception of page revisions by users through questionnaire.

However, the inventor finds that the prior art has at least the following problems in the process of implementing the invention:

when the questionnaire survey mode is used, questionnaires corresponding to different clients are usually the same, resulting in poor pertinence; in addition, since questionnaires are usually in text form, intuitiveness is insufficient. These ultimately result in a low accuracy of the obtained user perception of page revisions.

Disclosure of Invention

The embodiment of the invention aims to provide a method and a device for determining user perceptibility and electronic equipment, so as to improve the accuracy of the obtained user perceptibility to page reprinting. The specific technical scheme is as follows:

in a first aspect, an embodiment of the present invention provides a method for determining user perceptibility, which is applied to a first electronic device, and the method includes:

displaying at least one test picture for perceptibility test to a user; the picture content of each test picture is the page content of a first version page and/or a second version page of the client;

acquiring a version identification result of each test picture of a user;

based on the obtained identification results of the versions, sending evaluation information for determining the user perceptibility to a second electronic device, so that the second electronic device determines the identification accuracy by using the evaluation information reported by at least one first electronic device including the first electronic device, and based on the identification accuracy, determining the user perceptibility corresponding to the client.

As an implementation manner of the embodiment of the present invention, the step of presenting at least one test picture for a perceptibility test to a user includes:

displaying at least one test picture for perceptibility test to a user in a preset picture display mode;

wherein, the predetermined picture display mode comprises:

and displaying one test picture at a time, and displaying a blank screen in the display interval of two test pictures displayed in sequence.

As an implementation manner of the embodiment of the present invention, the step of obtaining the version identification result of the user for each test picture includes:

judging whether an operation sent by a user and used for generating a version identification result of the test picture is detected in the display process of the test picture aiming at each test picture;

if so, taking the identification result given by the operation as the version identification result of the test picture,

otherwise, the preset identification result is used as the version identification result of the test picture.

As an implementation manner of the embodiment of the present invention, the step of sending evaluation information for determining the user perceptibility to the second electronic device based on the obtained respective version identification results includes:

sending the obtained identification results of the versions to second electronic equipment;

or the like, or, alternatively,

sending the obtained identification results of each version and the reaction duration corresponding to the identification results of each version to second electronic equipment; wherein, the reaction duration corresponding to any version identification result is as follows: the duration from a first moment to a second moment, wherein the first moment is the moment when the test picture corresponding to the version identification result starts to be displayed, and the second moment is the moment when the version identification result is obtained;

or the like, or, alternatively,

determining a correct result in the obtained identification results of each version based on the version information corresponding to each test picture; calculating the ratio of the number of the correct results to the number of the obtained identification results of each version; and sending the ratio to the second electronic equipment.

determining at least one valid recognition result from the obtained recognition results of the versions;

and sending evaluation information for determining the user perceptibility to the second electronic equipment based on the at least one valid recognition result.

As an implementation manner of the embodiment of the present invention, the step of determining at least one valid recognition result from the obtained respective version recognition results includes:

and determining at least one effective recognition result from the obtained recognition results of the versions based on the reaction duration corresponding to the recognition results of the versions.

As an implementation manner of the embodiment of the present invention, the step of determining at least one valid recognition result from the obtained recognition results of the versions based on the reaction duration corresponding to the recognition results of the versions includes:

removing version identification results with reaction duration less than 397ms and/or reaction duration greater than preset removal duration from the obtained version identification results, wherein the preset removal duration is greater than 397 ms;

and determining the remaining version identification results as valid identification results.

As an implementation manner of the embodiment of the present invention, the preset removing duration is calculated by the following formula:

wherein T is the preset removing time length,

is the average value of the reaction duration corresponding to each obtained version identification result, and sigma is the reaction duration corresponding to each obtained version identification resultStandard deviation of reaction length.

As an implementation manner of the embodiment of the present invention, before the step of presenting at least one test picture for perceptibility test to the user, the method further includes:

and displaying at least one learning picture for memorizing the version of the client side by the user to the user, wherein the picture content of each learning picture is the page content of the first version page or the second version page of the client side.

In a second aspect, an embodiment of the present invention provides another method for determining user perceptibility, which is applied to a second electronic device, and the method includes:

receiving evaluation information which is sent by at least one first electronic device and used for determining user perceptibility, wherein the evaluation information sent by any one first electronic device is as follows: after the first electronic device obtains the version identification results of the user for each test picture, the first electronic device sends information to the second electronic device based on the obtained version identification results, and the content of any test picture is the page content of the first version page or the second version page of the client;

determining an identification accuracy rate based on the received evaluation information;

and determining the user perception corresponding to the client based on the identification accuracy.

As an implementation manner of the embodiment of the present invention, the evaluation information sent by any first electronic device is: the first electronic equipment obtains the version identification result of the user for each test picture;

the step of determining the identification accuracy based on the received evaluation information includes:

determining a correct result in the received identification results of each version based on the version information corresponding to each test picture;

and calculating the ratio of the number of the correct results to a first number as the identification accuracy, wherein the first number is the number of the received identification results of each version.

As an implementation manner of the embodiment of the present invention, the evaluation information sent by any first electronic device is: the version identification result of the user for each test picture obtained by the first electronic device and the reaction duration corresponding to each version identification result are as follows: the elapsed time from a first time to a second time, wherein the first time is the time when the test picture corresponding to the version identification result starts to be displayed in the first electronic device, and the second time is the time when the version identification result is obtained by the first electronic device;

determining at least one effective recognition result from the received identification results of the versions based on the reaction duration corresponding to the identification results of the versions;

determining a correct result in the at least one valid recognition result based on version information corresponding to each test picture;

and calculating the ratio of the number of the correct results to the number of the at least one effective recognition result as the recognition accuracy.

As an implementation manner of the embodiment of the present invention, the step of determining, from the received each version identification result, an effective identification result based on the reaction duration corresponding to each version identification result includes:

removing version identification results with reaction time length less than 397ms and/or reaction time length greater than preset removal time length from the received version identification results, wherein the preset removal time length is greater than 397 ms;

As an implementation manner of the embodiment of the present invention, the evaluation information sent by any first electronic device is: the ratio of the number of correct results in each version identification result obtained by the first electronic device to a second number, wherein the second number is the number of each version identification result obtained by the first electronic device;

and calculating the average value of the ratios sent by the at least one first electronic device as the identification accuracy rate based on the number of the at least one first electronic device.

In a third aspect, an embodiment of the present invention provides an apparatus for determining user perceptibility, which is applied to a first electronic device, and the apparatus includes:

the test picture display module is used for displaying at least one test picture for perceptibility test to a user; the picture content of each test picture is the page content of a first version page and/or a second version page of the client;

an identification result obtaining module: the method comprises the steps of obtaining version identification results of a user for each test picture;

an evaluation information sending module: the method includes sending evaluation information for determining user perceptibility to a second electronic device based on obtained identification results of respective versions, so that the second electronic device determines identification accuracy by using the evaluation information reported by at least one first electronic device including the first electronic device, and determining the user perceptibility corresponding to the client based on the identification accuracy.

As an implementation manner of the embodiment of the present invention, the test picture displaying module is specifically configured to:

wherein, the predetermined picture display mode comprises:

As an implementation manner of the embodiment of the present invention, the identification result obtaining module includes:

the operation judgment sub-module is used for judging whether an operation sent by a user and used for generating a version identification result of the test picture is detected or not in the display process of the test picture aiming at each test picture, if so, a first result obtaining sub-module is triggered, and if not, a second result obtaining sub-module is triggered;

the first result obtaining sub-module is used for taking the identification result given by the operation as the version identification result of the test picture,

and the second result obtaining submodule is used for taking a preset identification result as a version identification result of the test picture.

An implementation manner of the embodiment of the present invention is characterized in that the evaluation information sending module is specifically configured to:

or the like, or, alternatively,

As an implementation manner of the embodiment of the present invention, the evaluation information sending module includes:

the effective identification result determining submodule is used for determining at least one effective identification result from the obtained identification results of the versions;

and the evaluation information sending submodule is used for sending evaluation information for determining the user perceptibility to the second electronic equipment based on the at least one effective identification result.

As an implementation manner of the embodiment of the present invention, the valid recognition result determining sub-module includes:

and the valid result identification determining unit is used for determining at least one valid identification result from the obtained identification results of the versions based on the reaction duration corresponding to the identification results of the versions.

As an implementation manner of the embodiment of the present invention, the valid recognition result determining unit includes:

the result removing sub-unit is used for removing the version identification results with the reaction time length less than 397ms and/or the reaction time length greater than the preset removing time length from the obtained version identification results, wherein the preset removing time length is greater than 397 ms;

and a result determining subunit, configured to determine the remaining version identification result as a valid identification result.

wherein T is the preset removing time length,

and sigma is the standard deviation of the reaction duration corresponding to each obtained version identification result.

As an implementation manner of the embodiment of the present invention, the apparatus further includes:

and the learning picture display module is used for displaying at least one learning picture for memorizing the version of the client side for the user before the step of displaying at least one test picture for the perceptibility test for the user, wherein the picture content of each learning picture is the page content of the first version page or the second version page of the client side.

In a fourth aspect, an embodiment of the present invention provides another apparatus for determining user perceptibility, which is applied to a second electronic device, and the apparatus includes:

the evaluation information receiving module is used for receiving evaluation information which is sent by at least one first electronic device and used for determining the user perceptibility, wherein the evaluation information sent by any one first electronic device is as follows: after the first electronic device obtains the version identification results of the user for each test picture, the first electronic device sends information to the second electronic device based on the obtained version identification results, and the content of any test picture is the page content of the first version page or the second version page of the client;

an accuracy determination module for determining an identification accuracy based on the received evaluation information;

and the user perception determining module is used for determining the user perception corresponding to the client based on the identification accuracy.

the accuracy determination module comprises:

the first correct result determining sub-module is used for determining correct results in the received identification results of the versions based on the version information corresponding to each test picture;

and the first accuracy rate determining submodule is used for calculating the ratio of the number of the correct results to a first number as the identification accuracy rate, wherein the first number is the number of the received identification results of each version.

the accuracy determination module comprises:

the effective result determining submodule is used for determining at least one effective recognition result from the received identification results of the versions based on the reaction duration corresponding to the identification results of the versions;

a second correct result determining sub-module, configured to determine a correct result in the at least one valid recognition result based on version information corresponding to each test picture;

and the second accuracy rate determining submodule is used for calculating the ratio of the number of the correct results to the number of the at least one effective recognition result to be used as the recognition accuracy rate.

As an implementation manner of the embodiment of the present invention, the valid result determination sub-module includes:

the identification result removing unit is used for removing the version identification results with the reaction time length less than 397ms and/or the reaction time length greater than the preset removing time length from the received version identification results, wherein the preset removing time length is greater than 397 ms;

and the identification result determining unit is used for determining the remaining version identification results as valid identification results.

the accuracy determination module is specifically configured to:

In a fifth aspect, an embodiment of the present invention provides an electronic device, where the electronic device is a first electronic device, and includes a processor, a communication interface, a memory, and a communication bus, where the processor, the communication interface, and the memory complete mutual communication through the communication bus;

a memory for storing a computer program;

a processor, configured to implement the method steps of any one of the user perceptibility determinations provided by the first aspect described above when executing a program stored in a memory.

In a sixth aspect, an embodiment of the present invention provides another electronic device, where the electronic device is a second electronic device, and includes a processor, a communication interface, a memory, and a communication bus, where the processor and the communication interface are configured, and the memory completes mutual communication through the communication bus;

a memory for storing a computer program;

a processor, configured to implement the method steps of any one of the user perceptibility determination methods provided in the second aspect when executing a program stored in the memory.

In yet another aspect of the present invention, there is also provided a computer-readable storage medium, having stored therein instructions, which, when run on a computer, cause the computer to perform the method steps of any one of the user perceptibility determination methods provided in the above first aspect.

In yet another aspect of the present invention, there is provided another computer-readable storage medium, which stores instructions that, when executed on a computer, cause the computer to perform the method steps of any one of the user perception determination methods provided by the second aspect described above.

In another aspect of the present invention, there is also provided a computer program product including instructions, which when run on a computer, causes the computer to perform the method steps of any one of the methods for determining user perception provided in the first aspect.

In another aspect of the present invention, there is also provided a computer program product including instructions, which when run on a computer, causes the computer to perform the method steps of any one of the methods for determining user perception provided in the second aspect.

As can be seen from the above, in the scheme provided by the embodiment of the present invention, when the user perceptibility is determined, the test picture related to the version page of the client itself is adopted, so that the determination process is more targeted and intuitive, and meanwhile, the user perceptibility is determined based on the accuracy of the version identification result, so that the attention degree of the user to the page revision is effectively quantified. Therefore, the accuracy of the user perception degree of page reprinting can be improved through the scheme. In addition, in the scheme provided by the embodiment of the invention, any electroencephalogram, myoelectricity, eyeball rotation and other physiological parameter acquisition instruments are not needed, so that the cost can be greatly saved.

Drawings

In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below.

Fig. 1 is a schematic flowchart of a first method for determining user perceptibility according to an embodiment of the present invention;

fig. 2 is a schematic flowchart of a second method for determining user perceptibility according to an embodiment of the present invention;

fig. 3 is a schematic structural diagram of a first apparatus for determining user perceptibility according to an embodiment of the present invention;

fig. 4 is a schematic structural diagram of a second apparatus for determining user perceptibility according to an embodiment of the present invention;

fig. 5 is a schematic structural diagram of a first electronic device according to an embodiment of the present invention;

fig. 6 is a schematic structural diagram of a second electronic device according to an embodiment of the present invention;

fig. 7 is a schematic diagram of a screen display content for focusing attention of a user according to an embodiment of the present invention.

Detailed Description

The technical solutions in the embodiments of the present invention will be described below with reference to the drawings in the embodiments of the present invention.

Fig. 1 is a schematic flowchart of a first method for determining user perceptibility according to an embodiment of the present invention. The first user perception determining method is applied to the first electronic equipment.

It should be noted that, in the embodiment of the present invention, the first electronic device may be a mobile phone, a tablet computer, a notebook computer, a desktop computer, or the like.

In the embodiment of the invention, the first version page and the second version page are used for distinguishing the page before the client is modified from the page after the client is modified. Specifically, the first page version of the client may be a page before the client is modified, and in this case, the second page version of the client is a page after the client is modified; conversely, the first page version of the client may also be a page modified by the client, and in this case, the second page version of the client is a page modified by the client.

It should be noted that the user may learn the page after the version change in advance, for example, the developer of the client may show the page after the version change to the user or apply the page after the version change to the client for a period of time, and notify the user that the page of the client has been version change. In this case, the user can determine whether the viewed picture content of the test picture is the page content of the page before the client is modified or the page content of the page after the client is modified according to the page content of the page memorized by the user.

It is understood that the user may not learn the page after the version change in advance. In this case, the user may determine whether the picture content of the viewed test picture is the page content of the page before the client is modified according to the memory of the page before the client is modified when the page is not modified, and when the user determines that the picture content is not the page content of the page before the client is modified, the user may determine that the picture content is the page content of the page after the client is modified.

As shown in fig. 1, a first method for determining user perceptibility provided by the embodiment of the present invention may include the following steps:

s101: and displaying at least one test picture for perceptibility testing to the user.

The picture content of each test picture is the page content of the first version page and/or the second version page of the client.

It will be appreciated that since the purpose of presenting the test picture is to instruct the user to identify whether the picture content of the presented test picture is page content before or after the redeployment, it is reasonable that the at least one test picture may be all pictures related to the first version of the page, or all pictures related to the second version of the page, or include both pictures related to the first version of the page and pictures related to the second version of the page. And, when the at least one test picture includes both the picture regarding the first version page and the picture regarding the second version page, the number of the pictures regarding the first version page and the pictures regarding the second version page may be the same or different. In addition, the picture content of any test picture may be the whole content or part of the content of a certain page of the client.

When the first electronic device displays the test pictures, each test picture may be sequentially displayed according to a preset display sequence, or a random sequence may be generated through a preset random function when each test picture is displayed, and each test picture may be sequentially displayed according to the random sequence.

When the first electronic device displays the test pictures, it is reasonable to display only one test picture at a time to obtain the version identification result of the user on the test picture, or display a plurality of test pictures at a time to obtain the version identification result of the user on the plurality of test pictures.

In addition, in the embodiment of the present invention, when the number of the test pictures is multiple, when the first electronic device displays the test pictures to the user, each test picture may be repeatedly displayed for multiple times, and it should be noted that in this case, the number of times of displaying each test picture is the same.

It can be understood that, for a test picture displayed by the first electronic device, a user needs time to determine a page version of a client to which the test picture belongs and to issue an operation for generating a version identification result about the test picture, so that when the first electronic device displays the test picture, the test picture displayed each time has a certain duration of display time.

In order to eliminate the influence of the visual residue of the currently displayed test picture on the observation of the subsequently displayed test picture by the user, the first electronic device can present a blank screen with preset duration after displaying one test picture or a plurality of test pictures each time, so that the user can eliminate the memory of the previously displayed test picture by using the duration, and can more accurately judge the version to which the test picture belongs.

Based on the above description of step S101, when the first electronic device performs step S101, at least one test picture for a perceptibility test may be displayed in multiple display manners.

Optionally, in a specific implementation manner, the step S101 may include:

wherein, the predetermined picture display mode comprises: and displaying one test picture at a time, and displaying a blank screen in the display interval of two test pictures displayed in sequence.

It should be noted that, in this implementation manner, in the process of displaying the test picture, the first electronic device displays one test picture each time, and after the display of one test picture is completed, displays a blank screen for a period of time, so that the user can eliminate the memory of the previous test picture, and can more accurately determine the version to which the test picture belongs.

For example, the first electronic device may display one test picture at a time, the display duration lasts for 3s, after the display of 3s is completed, a blank screen is displayed, the display duration is 400ms, after the display of 400ms is completed, the next test picture is displayed, and the above process is repeated until the display duration of the last test picture is completed.

It can be understood that, in the implementation manner, the electronic device may sequentially display each test picture according to a preset sequence, for example, numbering each test picture in advance, and displaying each test picture from small to large according to the numbering; or randomly generating the display sequence of each test picture, and displaying each test picture according to the random sequence.

It should be noted that the picture content of the test pictures, the number of the test pictures, the repeated display times of the test pictures, the display time of each test picture, the display duration of the blank screen, and the like can be preset according to the number of pages subjected to the edition change operation by the client, the change condition of the page content before and after the edition change, and the complex condition of the page content before and after the edition change by the client. The embodiment of the present invention is not particularly limited.

For example, when the client has more pages subjected to the layout change operation and the change before and after the layout of each page is small, the number of the test pictures can be set to be the same as the number of the pages subjected to the layout change operation by the client, the content of each test picture corresponds to the page content of one page subjected to the layout change, the repeated display times of the test pictures can be more, and the display time of each test picture and the display duration of a blank screen can be longer.

S102: and obtaining the version identification result of the user for each test picture.

In the process of displaying each test picture, a user can judge the version of the client to which each test picture belongs according to the use experience of the user on the client and the memory result of the page content of each page included in the client, and send out an operation corresponding to the judgment result to the first electronic device. The judgment result of the user may be referred to as a version identification result. Further, the first electronic device may obtain a version identification result of the test picture by the user according to the detected operation of the user for generating the version identification result about the test picture.

It is understood that the operation may be any operation that is preset, can be detected by the first electronic device, and can generate a version identification result about the test picture.

For example, when the first electronic device presents a test picture, a dialog box may be presented at the same time, and the dialog box includes a question "is the test picture a revised page picture? "and two buttons are given, which are marked with" yes "and" no "characters respectively and can be clicked by the user. When the user clicks the button "yes", it indicates that the user determines that the test picture is a modified page picture, and the first electronic device may generate a corresponding version identification result as follows: page pictures after the version change; when the user clicks the button "no", it indicates that the user determines that the test picture is not the modified page picture, and the first electronic device may generate a corresponding recognition result as follows: and (5) page pictures before version change.

For another example, before the first electronic device displays the test picture, the first electronic device may prompt the user in a text or voice manner to "please determine whether each test picture is a modified page picture, if yes, please click a Y key in the keyboard, and if not, please click an N key in the keyboard", then the user may click the Y key or the N key in the keyboard according to his own determination when the first electronic device displays the test picture. Wherein, clicking the Y key may indicate that the user determines that the test picture is a reprinted page picture, and the first electronic device may generate a corresponding version identification result as follows: page pictures after the version change; clicking the N key may indicate that the user determines that the test picture is not a reprinted page picture, and the first electronic device may generate a corresponding recognition result as: and (5) page pictures before version change.

Optionally, in a specific implementation manner, the step S102 may include:

It can be understood that, sometimes, the user may not be able to determine the version of the test picture in a short time due to unclear memory, and the like, and therefore, after the presentation of the test picture is finished for a long time, the user still does not issue an operation of generating the version identification result about the test picture by the user.

In order to reduce the influence of the above situation on the accuracy of the finally determined user perceptibility, for each test picture, the first electronic device may determine whether an operation issued by the user to generate a version identification result about the test picture is detected during the presentation of the test picture.

When the first electronic device detects the above operation, it may be stated that, for the test picture, the user issues an operation for generating a version identification result about the test picture, that is, the first electronic device may obtain the version identification result of the user for the test picture.

Conversely, when the first electronic device does not detect the operation, it may be stated that, for the test picture, the user does not issue an operation for generating a version identification result about the test picture, that is, the first electronic device cannot obtain the version identification result of the user for the test picture. At this time, the first electronic device may use a preset result as the version identification result of the test picture, that is, when the user does not issue an operation for generating the version identification result about the test picture for the test picture, the first electronic device may default that the version identification result for the test picture is the preset result. Furthermore, the electronic equipment can obtain the version identification result of the user for each test picture in all the test pictures.

Specifically, the preset result may be a result indicating that the version of the test picture is judged to be wrong, which is referred to as an error result for short. That is, the version information of the test picture corresponding to the preset result is opposite to the real version information corresponding to the test picture.

For example, after the real version information corresponding to a certain test picture is modified, the dialog box displayed by the first electronic device includes a question "is the test picture modified page picture? And two buttons respectively marked with the characters of yes and no, the preset result for the test picture is as follows: the page picture before the version change, that is, the version identification result generated by clicking the button "no" by the user.

S103: based on the obtained identification results of the versions, sending evaluation information for determining the user perceptibility to the second electronic device, so that the second electronic device determines the identification accuracy by using the evaluation information reported by at least one first electronic device including the first electronic device, and based on the identification accuracy, determining the user perceptibility corresponding to the client.

The first electronic device may obtain each version recognition result by performing the above steps S101 and S102, and then, the first electronic device may generate evaluation information for determining the user perceptibility based on each obtained version recognition result, and further transmit the evaluation information to the second electronic device.

The second electronic device may be a mobile phone, a tablet computer, a notebook computer, a desktop computer, or the like. The second electronic device is in communication connection with the first electronic device and is used for obtaining evaluation information reported by the first electronic device, determining identification accuracy according to the evaluation information and further determining user perception according to the identification accuracy.

Specifically, a plurality of first electronic devices may execute the first user perception determining method, generate evaluation information for determining the user perception, and transmit the evaluation information to the second electronic device. Therefore, the second electronic device can determine the identification accuracy by using the evaluation information reported by at least one first electronic device including the first electronic device, and determine the user perception corresponding to the client based on the identification accuracy. That is, after the first electronic device executes the first user perception determining method, the second electronic device continues to execute the second user perception determining method provided by the embodiment of the present invention, so as to finally determine the user perception of the user on the page after the client has modified.

It is understood that, according to different scenarios and requirements in practical applications, the manner of sending the evaluation information for determining the user perceptibility to the second electronic device by the first electronic device based on the obtained version identification results when executing the above step S103 may be different. This will be illustrated later for clarity.

As can be seen from the above, in the scheme provided by the embodiment of the present invention, when the user perceptibility is determined, the test picture related to the version page of the client itself is adopted, so that the determination process is more targeted and intuitive, and meanwhile, the user perceptibility is determined based on the accuracy of the version identification result, so that the attention degree of the user to the page revision is effectively quantified. Therefore, the accuracy of the user perception degree of page reprinting can be improved through the scheme. In addition, in the scheme provided by the embodiment of the invention, any physiological equipment acquisition instrument such as electroencephalogram, myoelectricity, eyeball rotation and the like is not required, so that the cost can be greatly saved.

Next, a manner in which the first electronic device executes the above-described step S103 and transmits evaluation information for determining the user perceptibility to the second electronic device based on the obtained respective version identification results will be exemplified.

Optionally, in a specific implementation manner, the step S103 may be:

and sending the obtained identification results of the versions to the second electronic equipment.

That is, in the present implementation, the first electronic device may directly take the obtained respective version identification results as evaluation information and transmit it to the second electronic device.

Optionally, in a specific implementation manner, the step S103 may be:

and sending the obtained identification results of each version and the reaction duration corresponding to the identification results of each version to the second electronic equipment.

That is to say, in this implementation manner, the first electronic device may obtain the reaction duration corresponding to each version identification result when obtaining each version identification result, and further, use each obtained version identification result and the reaction duration corresponding to each version identification result as the evaluation information, and send the evaluation information to the second electronic device.

Wherein, the reaction duration corresponding to any version identification result is as follows: and the duration from the first moment to the second moment, wherein the first moment is the moment when the test picture corresponding to the version identification result starts to be displayed, and the second moment is the moment when the version identification result is obtained.

Assuming that the test picture corresponding to the version identification result 1 is the test picture a, the time when the test picture a starts to be displayed is t1, and the time when the electronic device obtains the version identification result 1 is t2, the reaction duration corresponding to the version identification result 1 can be understood as the duration from the time t1 to the time t 2.

It should be noted that, when the first electronic device does not detect an operation sent by the user and used for generating the version identification result of the test picture, the reaction time corresponding to the version identification result of the test picture obtained by the first electronic device at this time may be the presentation time of the test picture.

Optionally, in a specific implementation manner, the step S103 may include:

step A1: determining a correct result in the obtained identification results of each version based on the version information corresponding to each test picture;

step A2: calculating the ratio of the number of the correct results to the number of the obtained identification results of each version; the ratio is sent to the second electronic device.

In this implementation manner, the first electronic device may perform analysis processing on each obtained version recognition result, use the processing result as evaluation confidence, and send the evaluation confidence to the second electronic device.

It can be understood that the judgment of the version to which the test picture belongs by the user may be correct or incorrect, that is, each version identification result obtained by the first electronic device may include a correct result and an incorrect result, where the correct result is a version identification result indicating that the judgment of the version to which the test picture belongs is correct, and the incorrect result is a version identification result indicating that the judgment of the version to which the test picture belongs is incorrect.

When the first electronic device can obtain the version information corresponding to each test picture, for each test picture, when the version information corresponding to the test picture is consistent with the version of the test picture represented by the version identification result corresponding to the test picture, the first electronic device can determine the version identification result as a correct result, otherwise, the first electronic device can determine the version identification result as an incorrect result.

It should be noted that, it is reasonable that the first electronic device may locally store the version information corresponding to each test picture, or may obtain the version information corresponding to each test picture from other devices which are in communication connection with the first electronic device and store the version information corresponding to each test picture.

According to the above description, in this implementation manner, the first electronic device may determine, based on the version information corresponding to each test picture, a correct result in the obtained respective version identification results, and calculate a ratio of the number of the determined correct results to the number of the obtained respective version identification results. Further, the calculated ratio is used as evaluation information and transmitted to the second electronic device.

It can be understood that the larger the ratio obtained by the above calculation is, the more accurate the user identifies the version to which the test picture belongs, and further, the greater the user can notice the change of the page of the client before and after the version change. The user perception degree refers to the degree of attention of the user to page revising, and the higher the user perception degree is, the more the user can pay attention to the change before and after page revising. Therefore, in the present implementation, the ratio calculated as described above may be used as evaluation information for determining the degree of perception of the user.

It should be noted that, because the related information processing capabilities such as the memory capability and the reaction capability of the user for the object are different, there may be a large difference in the time consumed by the user when the user gives the version identification result for the test picture, for example, some users have poor memory capability for the object, and therefore, a long time may be required to give the version identification result for the test picture. In addition, there may be some cases where a user has no patience to carefully observe the test picture and give a judgment result for the version to which the test picture belongs, but gives a judgment result at will within a short time after the test picture starts to be displayed.

Therefore, not every version identification result in the respective version identification results obtained by the first electronic device may be used for determining the user perceptibility, that is, invalid version identification results may exist in the respective version identification results obtained by the first electronic device, and the invalid version identification results may reduce the accuracy of the determined user perceptibility. Specifically, the invalid version identification result may be a version identification result whose response time is too long, or may be a version identification result whose response time is too short.

Further, as an implementation manner of the embodiment of the present invention, the step S103 may include:

step B1: determining at least one valid recognition result from the obtained recognition results of the versions;

step B2: and sending evaluation information for determining the user perceptibility to the second electronic equipment based on the at least one valid recognition result.

After obtaining the respective version identification results, the first electronic device may determine at least one valid identification result from the obtained respective version identification results, thereby removing invalid identification results from the obtained respective version identification results, and further, based on the determined at least one valid identification result, send evaluation information for determining the user perceptibility to the second electronic device, so that the finally determined user perceptibility may have higher accuracy.

Optionally, in a specific implementation manner, the first electronic device may determine, based on a reaction duration corresponding to each version identification result, at least one valid identification result from the obtained each version identification result.

Specifically, the first electronic device may remove, from the obtained version identification results, the version identification results with the reaction duration less than 397ms and/or the reaction duration greater than a preset removal duration, where the preset removal duration is greater than 397 ms. And determines the remaining version recognition results as valid recognition results.

According to the research on the ability of people to recognize events, a user is difficult to complete a judgment or decision time within a time less than 397ms, that is, when the reaction time corresponding to the version recognition result is less than 397ms, the version recognition result may be a result that the user does not carefully observe a test picture and perform thinking activities such as memory or thinking, and the like, and thus, the version recognition result is invalid.

Therefore, in the first embodiment, the first electronic device may remove the version identification result with the reaction duration less than 397ms from the obtained respective version identification results, and determine the remaining version identification results as valid identification results.

It can be understood that when the reaction time corresponding to the version identification result is too long, it can be stated that the user's related information processing capability, such as memory capability and reaction capability of the object, corresponding to the version identification result may be poor, and has a large difference from the average capability level of the user. Therefore, the version recognition results with excessively long reaction time are poor in representativeness and can be regarded as invalid recognition results.

Therefore, in the second embodiment, the first electronic device may remove, from the obtained version identification results, the version identification result with the reaction duration longer than the preset removal duration, and determine the remaining version identification result as the valid identification result.

According to the descriptions of the two embodiments, it can be found that, in order to obtain a higher accuracy of user perception, the first electronic device may simultaneously remove, from the obtained version identification results, the version identification results whose reaction duration is less than 397ms and whose reaction duration is greater than a preset removal duration, and determine the remaining version identification results as valid identification results. This manner can be regarded as a third implementation manner in which the first electronic device determines at least one valid recognition result from the obtained recognition results of the respective versions based on the reaction duration corresponding to the recognition results of the respective versions.

Optionally, in a specific implementation manner, the preset removing duration is calculated by the following formula:

wherein T is a preset removing time length,

For example, the reaction durations corresponding to the version identification results obtained by the first electronic device are respectively: 1.000s, 0.500s, 0.457s, 0.325s, 1.500s, 2.330s, 2.450s, 1.458s, 1.235s, 0.854s, then

σ＝0.7045，T＝3.3244s。

It can be understood that, for different first electronic devices, since the reaction durations corresponding to the obtained identification results of the versions may be different, the preset rejection durations obtained by calculation may also be different.

Optionally, after the first electronic device performs step B1, and determines at least one valid recognition result from the obtained recognition results of the versions, in a specific implementation manner, step B2 may be: and sending the determined at least one valid recognition result to the second electronic equipment. That is, in the present implementation, the first electronic device may use the determined at least one valid recognition result as evaluation information and transmit it to the second electronic device.

Optionally, after the first electronic device performs step B1, and determines at least one valid recognition result from the obtained recognition results of the versions, in a specific implementation manner, step B2 may include:

step C1: and determining a correct result in the at least one effective identification result based on the version information corresponding to each test picture.

Step C3: and calculating the ratio of the correct result to the number of the at least one effective recognition result, and sending the ratio to the second electronic equipment.

That is, in this implementation, the first electronic device may determine a correct result of the at least one valid recognition result based on the version information of each test picture, and calculate a ratio of the determined correct result to the number of the at least one valid recognition result. Further, the calculated ratio is used as evaluation information and transmitted to the second electronic device.

It can be understood that many times, when the user uses the client, the user may only pay attention to the page content of the program page used by the user, and does not pay much attention to other page content of the client. In this case, when the developer of the client performs a reprinting operation on a page that the user does not pay attention or pays attention to only a small amount of information, the user is likely to be unable to determine the version to which the test picture belongs, and at this time, the version identification result of the user obtained by the first electronic device is unable to be used for determining the user perception.

For example, when a user uses the video playing APP, the user only uses the video playing APP to watch the video, and user registration is not performed, so that the user does not pay attention to page content of a page related to the personal center. After the page of the personal center of the video playing APP is modified, the user cannot judge whether the picture content of the test picture is the page content of the page before or after the personal center of the video playing APP is modified.

In order to avoid the above situation, in an implementation manner of an embodiment of the present invention, before the step S101, the first method for determining user perception may further include:

In this embodiment, the first electronic device may first display at least one learning picture for the user to memorize the version of the client to the user, so that the user may memorize the page content before or after the client is modified by learning the learning pictures, and further, may judge the version to which the test picture displayed next by the first electronic device belongs according to the memorized page content, so as to provide a more reasonable version identification result.

It should be noted that the first page version of the client may be a page before the client is modified, and the second page version of the client is a page after the client is modified; otherwise, the first page version of the client may also be a page modified by the client, and the second page version of the client is a page modified by the client. Therefore, the picture content of the learning picture can be the page content of the page before the client is modified, and can also be the page content of the page after the client is modified.

Similar to the test pictures, it is reasonable that the picture content of each learning picture may include all the page contents of a certain first version page or a certain second version page of the client, may also include partial page contents of a certain first version page or a certain second version page of the client, may also include all the page contents of a plurality of first version pages or a plurality of second version pages of the client, and may also include partial page contents of a plurality of first version pages or a plurality of second version pages of the client.

Similar to the test picture displayed to the user by the first electronic device, when the first electronic device displays the learning picture to the user, each learning picture may be repeatedly displayed for a plurality of times, and it should be noted that, in this case, the number of times of displaying each learning picture is the same.

When the first electronic device displays the learning pictures, each learning picture can be sequentially displayed according to a preset display sequence, or a random sequence can be generated through a preset random function when each learning picture is displayed, and each learning picture is sequentially displayed according to the random sequence. When the first electronic device displays the learning pictures, it is reasonable to display only one learning picture at a time or display a plurality of learning pictures at a time.

It should be noted that, assuming that the number of learning pictures is N and the number of display times of each learning picture is M, when the display sequence of the learning pictures is a random sequence generated by a preset random function, it can be regarded as displaying N × M learning pictures according to the random sequence. That is, when a plurality of learning pictures are repeatedly displayed a plurality of times, the display order of each learning picture is random.

For example, when the learning pictures are learning picture 1, learning picture 2, and learning picture 3, and the number of presentations is 2, the randomly generated presentation order may be: the learning picture 1, the learning picture 2, the learning picture 3, the learning picture 2, the learning picture 1, and the learning picture 3 may be: the learning pictures 1, 2, 3, 2, and of course, may be in other random order, and it is reasonable as long as each learning picture can be displayed the same number of times.

It can be understood that, for the learning picture displayed by the first electronic device, the user needs time to memorize the picture content of the learning picture, and therefore, when the learning picture is displayed by the first electronic device, the displayed learning picture has a certain duration of display time each time.

In order to eliminate the influence of the visual residue of the currently displayed learning picture on the memory of the user for the subsequently displayed learning picture, the first electronic device can present a blank screen with preset duration after displaying one or more learning pictures each time, so that the user can utilize the duration to eliminate the memory of the previously displayed learning picture, and the picture content of the learning picture can be more accurately memorized.

It should be noted that the picture content of the learning picture, the number of the learning pictures, the repeated display times of the learning pictures, the display time of each learning picture, the display duration of the blank screen, and the like can be preset according to the number of pages subjected to the revising operation by the client, the change condition of the page content before and after the revising, the complex condition of the page content before and after the revising by the client, and the estimated total display duration of the learning pictures. The embodiment of the present invention is not particularly limited.

For example, when the client has more pages subjected to the layout change operation, the variation before and after the layout of each page is small, and the estimated total display duration of the learning pictures is long, the number of the learning pictures can be set to be the same as the number of the pages subjected to the layout change operation by the client, the content of each learning picture corresponds to the page content of one page subjected to the layout change, the repeated display times of the learning pictures can be more, and the display time of each learning picture and the display duration of a blank screen can be long. It should be noted that, in order to ensure the efficiency of each first electronic device, the estimated total display time of the learning pictures is not too long, and therefore, the display time of each learning picture is usually 5s to 10 s. Of course, according to the requirement of practical application, the display duration of each learning picture can be set to other times, which is all reasonable.

Corresponding to the first user perception determining method, the embodiment of the invention also provides a second user perception determining method.

Fig. 2 is a flowchart illustrating a second method for determining user perceptibility according to an embodiment of the present invention. The second user perception determining method is applied to the second electronic device.

It should be noted that, in the embodiment of the present invention, the second electronic device may be a mobile phone, a tablet computer, a notebook computer, a desktop computer, or the like, and the second electronic device is in communication connection with the first electronic device.

As shown in fig. 2, a second method for determining user perceptibility provided by the embodiment of the present invention may include the following steps:

s201: and receiving evaluation information which is sent by at least one first electronic device and used for determining the user perceptibility.

The evaluation information sent by any one of the first electronic devices is: after the first electronic device obtains the version identification results of the user for the test pictures, the content of any test picture is the page content of the first version page or the second version page of the client side based on the information sent to the second electronic device by the obtained version identification results.

According to the above description of the first method for determining user perceptibility provided by the embodiment of the present invention, after obtaining the version identification result of the user for each test picture, the first electronic device may send evaluation information for determining user perceptibility to the second electronic device based on each obtained version identification result. It is understood that there may be a plurality of first electronic devices for obtaining the version identification result of the user for each test picture, and sending evaluation information for determining the user perceptibility to the second electronic device based on each obtained version identification result.

Therefore, the second electronic device may perform the step S201, and receive the evaluation information sent by the at least one electronic device for determining the user perceptibility.

S202: based on the received evaluation information, a recognition accuracy is determined.

The second electronic device may determine the recognition accuracy based on the received evaluation information after receiving the evaluation information for determining the user perceptibility sent by the at least one electronic device.

It is to be understood that, according to the above description of the first method for determining user perceptibility, the second electronic device may receive a plurality of different types of evaluation information, and for each type of evaluation information, the method for determining the recognition accuracy by the second electronic device based on the type of evaluation information may be different.

S203: and determining the user perception corresponding to the client based on the identification accuracy.

After the identification accuracy is determined, the second electronic device may determine the user perception corresponding to the client based on the identification accuracy. The embodiment of the invention does not limit the specific mode of determining the user perception corresponding to the client by the second electronic equipment based on the identification accuracy.

Optionally, in a specific implementation manner, the user perceptibility may be set to three levels, i.e. strong, strong and weak, then step S203 may include:

step D1, judging whether the determined identification accuracy is greater than a first preset value; if yes, determining that the user perception is strong; otherwise, go to step D2;

step D2, judging whether the determined identification accuracy is greater than a second preset value; if yes, determining that the user perception degree is strong; otherwise, determining that the user perception is weak.

It should be noted that the first preset value and the second preset value may be determined according to a requirement for accuracy of user perception in practical application, and if the requirement for accuracy is high, the first preset value and the second preset value may be high, otherwise, the first preset value and the second preset value may be low.

For example, the first preset value may be 90% and the second preset value may be 80%, and then the user perception may be determined to be strong when the recognition accuracy determined by the second electronic device is 87%, the user perception may be determined to be strong when the recognition accuracy determined by the second electronic device is 92%, and the user perception may be determined to be weak when the recognition accuracy determined by the second electronic device is 65%.

Optionally, in a specific implementation manner, the user perceptibility may be set to two levels, namely strong and weak, and then the step S103 may include:

judging whether the determined identification accuracy is greater than a target value; if yes, determining that the user perception is strong; otherwise, determining that the user perception is weak.

It should be noted that the target value may also be determined according to a requirement for accuracy of user perception in practical application, and if the requirement for accuracy is higher, the target value may be higher, otherwise, the target value may be lower. For example, the target value may be 90%, 70%, 50%, or the like.

Optionally, in a specific implementation manner, the recognition accuracy determined by the second electronic device may also be used as the user perception, that is, in this implementation manner, the user perception may be directly characterized by using the recognition accuracy. For example, when the second electronic device determines that the recognition accuracy is 89%, the user perception is 89%.

It can be understood that, after the second electronic device determines the user perceptibility, the developer of the client may determine whether to apply the currently modified page to the client or whether to modify the currently modified page again according to the user perceptibility. Meanwhile, the developer of the client can also perform further data research based on the obtained identification results of the versions, so that the subsequent processing can be performed more specifically. For example, which of the modified pages is lower in identification accuracy can be analyzed according to the obtained identification results of the versions, so that the pages can be deeply interviewed with the user, the opinion of the user on the pages can be inquired, and a better processing result can be obtained.

Next, the above step S202 will be specifically described. It is understood that when the types of the evaluation information transmitted by the first electronic device are different, the specific implementation of step S202 may also be different.

Optionally, in a specific implementation manner, the evaluation information sent by any one of the first electronic devices may be: the first electronic equipment obtains the version identification result of the user for each test picture;

in this case, the step S202 may include:

step E1: determining a correct result in the received identification results of each version based on the version information corresponding to each test picture;

step E2: and calculating the ratio of the number of correct results to a first number as the identification accuracy, wherein the first number is the number of the received identification results of each version.

It should be noted that, in this implementation manner, each version identification result received by the second electronic device is all version identification results sent by at least one first electronic device.

It is understood that the first electronic device may determine at least one valid recognition result from the obtained respective version recognition results, and transmit the at least one valid recognition result to the second electronic device as evaluation information. Therefore, optionally, in a specific implementation manner, the evaluation information sent by any one of the first electronic devices may be: at least one effective identification result in the version identification results of the user for each test picture, which is obtained by the first electronic equipment;

in this case, the step S202 may include:

step F1: determining a correct result in each received effective identification result based on the version information corresponding to each test picture;

step F2: and calculating the ratio of the number of the correct results to a first effective number as the identification accuracy, wherein the first effective number is the number of the received effective identification results.

It should be noted that, in this implementation manner, each valid identification result received by the second electronic device is all valid identification results sent by at least one first electronic device.

Optionally, in a specific implementation manner, the evaluation information sent by any one of the first electronic devices may be: and the first electronic equipment obtains the version identification result of each test picture and the reaction duration corresponding to each version identification result of the user.

Wherein, the reaction duration corresponding to any version identification result is as follows: and the duration from the first moment to the second moment, wherein the first moment is the moment when the test picture corresponding to the version identification result starts to be displayed in the first electronic equipment, and the second moment is the moment when the version identification result is obtained by the first electronic equipment.

In this case, the step S202 may include:

step G1: determining at least one effective recognition result from the received recognition results of the versions based on the reaction duration corresponding to the recognition results of the versions;

optionally, in a specific implementation manner, the step G1 may include:

step H1: removing version identification results with reaction time length less than 397ms and/or reaction time length greater than preset removing time length from the received version identification results, wherein the preset removing time length is greater than 397 ms;

step H2: and determining the remaining version identification results as valid identification results.

The method for setting the preset removing duration may be the same as the method for setting the preset removing duration in the first method for determining user perception, and will not be described herein again.

Step G2: determining a correct result in at least one effective recognition result based on the version information corresponding to each test picture;

step G3: and calculating the ratio of the number of correct results to the number of at least one effective recognition result as the recognition accuracy.

It can be understood that, in this implementation manner, each version identification result received by the second electronic device is all version identification results sent by at least one first electronic device. Based on the same reason and method as in the first user perception determining method, the second electronic device may also determine at least one valid result from among the obtained version identification results, and remove the invalid result, so as to determine the identification accuracy by using the determined at least one valid result, thereby making the user perception determined based on the identification accuracy higher.

Optionally, the evaluation information sent by any first electronic device may be: the ratio of the number of correct results in each version identification result obtained by the first electronic device to a second number, wherein the second number is the number of each version identification result obtained by the first electronic device;

in this case, the step S202 may be: and calculating the average value of the ratios sent by the at least one first electronic device as the identification accuracy rate based on the number of the at least one first electronic device.

It is understood that the first electronic device may determine at least one valid recognition result from the obtained respective version recognition results, then determine a correct result of the valid recognition results, thereby calculating a ratio of the correct result to the at least one valid recognition result, and send the ratio as evaluation information to the second electronic device. Optionally, in a specific implementation manner, the evaluation information sent by any one of the first electronic devices may be: the ratio of the number of correct results in the at least one valid recognition result determined by the first electronic device to a second valid number, wherein the second number is the number of the at least one valid recognition result determined by each version of recognition result obtained by the first electronic device;

In addition to the above embodiments, the step S202 may have other embodiments, and the present application is not limited to this embodiment.

For example, when the evaluation information sent by any one of the first electronic devices is: the first electronic equipment obtains the version identification result of the user for each test picture;

in this case, the step S202 may include:

step I1, determining, for each electronic device, a correct result in each version identification result sent by the electronic device based on the version information corresponding to each test picture;

step I2: calculating the ratio of the number of the determined correct results to a third number of the correct results as an identification accuracy rate for each electronic device, wherein the third number is the number of identification results of each version sent by the electronic device;

step I3: and calculating the average value of the calculated ratios based on the number of the at least one first electronic device to serve as the identification accuracy.

As an implementation manner of the embodiment of the present invention, the first electronic device may be one or more electronic devices provided by a developer of the client. In this case, the developer of the client may provide a fixed location, and execute the first user perception determining method using the fixed first electronic device. That is, each user goes to the fixed place and operates using the fixed first electronic devices, so that the fixed first electronic devices generate evaluation information according to the operation of the user. In this case, the developer of the client may directly derive the evaluation information from the fixed first electronic devices and input the evaluation information to the second electronic device, so that the second electronic device may execute the second user perception determining method described above to determine the user perception according to the evaluation information. In addition, the developer of the client may also provide another electronic device communicatively connected to the fixed first electronic devices as a second electronic device, and after the fixed first electronic devices generate evaluation information, the evaluation information may be sent to the second electronic device, so that the second electronic device may execute the second user perception determining method to determine the user perception based on the evaluation information.

It should be noted that, in this embodiment, each first electronic device is operable by multiple users, so as to obtain version identification results of the multiple users for each test picture. Therefore, each first electronic device may generate evaluation information corresponding to each user based on the result of the version recognition of each test picture by the user after the operation of each user is completed, and transmit the evaluation information to the second electronic device, or may generate one evaluation information based on the result of the version recognition of each test picture by all users after the operation of all users who operate the first electronic device is completed, and transmit the evaluation information to the second electronic device.

It is understood that the second electronic device may be an electronic device for determining user perceptibility only, or may be a server for providing services to the fixed first electronic devices.

As another implementation manner of the embodiment of the present invention, the first electronic device may be a terminal used by each user, for example, a tablet computer used by the user a, a notebook computer used by the user B, a mobile phone used by the user C, and the like. The developer of the client may make the program code of the first user perception determining method into an applet that can be run in the client, and provide the applet to the user when the user uses the client, so that the user can operate the applet, and thus a terminal currently used by the user can be used as first electronic equipment to generate evaluation information, and the evaluation information is fed back to a server that is set by the developer of the client and corresponds to the terminal used by the user for using the client and provides service for the client, and the server can determine the user perception based on the evaluation information fed back by each user terminal, and at this time, the server serves as second electronic equipment to execute the second user perception determining method.

Of course, the first electronic device and the second electronic device may also be electronic devices in other relationships, and the embodiment of the present invention is not particularly limited.

In order to facilitate a better understanding of the solutions provided by the embodiments of the present invention, a detailed description is given below with reference to an embodiment.

In this embodiment, the first electronic device is an electronic device provided by a developer of the client, and the developer of the client invites a plurality of users to a fixed place provided by the users to operate the first electronic device, so that the first electronic device can execute the first user perception determining method. Meanwhile, the developer of the client also provides another electronic device in communication connection with the first electronic device as a second electronic device, so that the second electronic device executes the second user perception determining method, and the final user perception is obtained.

In the present embodiment, the picture content of the learning picture is the page content of the page modified by the client, and the total number of the learning picture is 10. The number of the test pictures is 20, wherein the picture content of 10 test pictures is respectively the same as the picture content of the learning picture, and the picture content of 10 test pictures is the page content of the page after the client side is modified, and the picture content of the other 10 test pictures is the page content of the page before the client side is modified.

For convenience of description, the process of the first electronic device displaying the learning picture may be referred to as a learning phase, the process of the first electronic device displaying the test picture may be referred to as a testing phase, and the process of the first electronic device executing the first user perception determining method is described in the process of the first electronic device obtaining a version identification result of one user for each test picture.

Firstly, a "+" type gaze point is presented in the center of the screen of the first electronic device, and at this time, the screen content of the first electronic device is as shown in fig. 7, and the screen content may be presented for 400ms, so that the user can concentrate on the center of the screen of the first electronic device.

And then, entering a learning stage, and randomly generating a learning picture display sequence according to the preset requirement that the number of the learning pictures is 10, the display frequency of each learning picture is 3, and one learning picture is displayed each time. And sequentially displaying each learning picture in the center of the screen of the first electronic equipment according to the display sequence, wherein the display time of each learning picture is 10 s. After the 10s display duration of one learning picture is finished, a blank screen appears on the first electronic device, the duration of the blank screen is 400ms, then the next learning picture is continuously displayed, and the learning stage is finished until 10 learning pictures are displayed for 3 times.

And then entering a testing stage, and randomly generating a display sequence of the test pictures according to the requirement that the number of the preset test pictures is 20, the display frequency of each test picture is 1 and one test picture is displayed each time. Sequentially displaying each test picture in the center of the screen of the first electronic device according to the display sequence, and simultaneously displaying a dialog box, wherein the dialog box includes a text "is the test picture a modified page picture? ", and two buttons labeled" yes "and" no "respectively, that can be clicked by a user. The display time of each test picture is 3s, and the user needs to click the yes button or the no button within 3s, so that the first electronic device obtains the version identification result of the user for the test picture.

When the user clicks the "yes" button, the version identification result of the user for the test picture is represented as: and when the user clicks a 'No' button, the modified version shows that the version identification result of the user for the test picture is as follows: a version before revision. When the user does not perform the click operation within 3s, it indicates that the first electronic device does not detect the operation issued by the user and used for generating the version identification result about the test picture, and the first electronic device may determine that the obtained version identification result about the test picture is an error result. That is to say, if the version information corresponding to the test picture is a modified version, the version identification result obtained by the first electronic device for the test picture at this time is: the version before the revision; on the contrary, if the version information corresponding to the test picture is the version before the revision, the version identification result of the test picture obtained by the first electronic device at this time is: a modified version.

And when the 3s display duration of one test picture is finished, the first electronic equipment generates a blank screen, the duration of the blank screen is 400ms, then the next test picture is continuously displayed until the display of 20 test pictures is finished, and the test stage is finished after the version identification result of each test picture is obtained.

And ending the process of obtaining the version identification result of each test picture by the first electronic device.

After the above processes are repeated for multiple times, the first electronic device may obtain version identification results of multiple users for each test picture. For the version identification results, the first electronic device calculates an average value of the reaction durations corresponding to the version identification results according to the reaction durations corresponding to the version identification results

And standard deviation sigma of reaction time length corresponding to each version identification result, thereby obtaining the standard deviation sigma according to a formula

And calculating and removing markets.

Then, the first electronic device will remove version identification results with reaction duration less than 397ms and reaction duration greater than a preset removal duration from the obtained version identification results, so as to obtain at least one effective identification result in the obtained version identification results, and further send the at least one effective identification result as evaluation information for determining user perceptibility to a second electronic device provided by a developer of the client, so that the second electronic device executes a second user perceptibility determination method, and finally determines user perceptibility. To this end, the first electronic device completes the first user perception determining method.

The second electronic device first receives the evaluation information for determining the user perceptibility sent by the user of the first electronic device, i.e. at least one valid recognition result determined by the first electronic device.

Then, based on the version information corresponding to each test picture pre-stored in the second electronic device, the second electronic device may determine a correct result of the received at least one valid identification result; and calculating the ratio of the number of the correct results to the number of the received at least one valid recognition result to obtain the recognition accuracy.

In this embodiment, the developer of the client sets: and when the identification accuracy is more than 90%, determining that the user perception is strong, when the identification accuracy is more than 70% and not more than 90%, determining that the user perception is strong, and when the identification accuracy is not more than 70%, determining that the user perception is weak.

Therefore, after the recognition accuracy is calculated, the second electronic device may determine the magnitude relationship between the recognition accuracy and 90% and 70%, and determine the user perception according to the magnitude relationship.

For example, if the accuracy calculated by the second electronic device is 85%, the second electronic device may determine that the user perception is strong because 70% < 85% < 90%.

And the second electronic device completes the second user perception determining method and finally determines the user perception.

Corresponding to the first user perception determining method, the embodiment of the invention also provides a first user perception determining device.

Fig. 3 is a schematic structural diagram of a first apparatus for determining user perceptibility according to an embodiment of the present invention, where the apparatus is applied to a first electronic device. As shown in fig. 3, a first apparatus for determining user perceptibility according to an embodiment of the present invention may include the following modules:

the test picture display module 310 is configured to display at least one test picture for perceptibility test to a user; the picture content of each test picture is the page content of a first version page and/or a second version page of the client;

the recognition result obtaining module 320: the method comprises the steps of obtaining version identification results of a user for each test picture;

the evaluation information sending module 330: the method comprises the steps of sending evaluation information for determining the user perceptibility to the second electronic device based on the obtained identification results of the versions, so that the second electronic device determines the identification accuracy by using the evaluation information reported by at least one first electronic device including the first electronic device, and determining the user perceptibility corresponding to the client based on the identification accuracy.

As an implementation manner of the embodiment of the present invention, the test picture displaying module 310 may be specifically configured to:

wherein, the predetermined picture display mode comprises:

As an implementation manner of the embodiment of the present invention, the identification result obtaining module 320 may include:

an operation judgment sub-module (not shown in fig. 3) configured to judge, for each test picture, whether an operation sent by a user and used for generating a version identification result about the test picture is detected in a display process of the test picture, if so, trigger a first result obtaining sub-module, and otherwise, trigger a second result obtaining sub-module;

a first result obtaining sub-module (not shown in fig. 3) for taking the recognition result given by the operation as the version recognition result of the test picture,

and a second result obtaining sub-module (not shown in fig. 3) for taking the preset recognition result as the version recognition result of the test picture.

As an implementation manner of the embodiment of the present invention, the evaluation information sending module 330 may be specifically configured to:

sending the obtained identification results of the versions to second electronic equipment; or the like, or, alternatively,

sending the obtained identification results of each version and the reaction duration corresponding to the identification results of each version to second electronic equipment; wherein, the reaction duration corresponding to any version identification result is as follows: the duration from the first moment to the second moment, wherein the first moment is the moment when the test picture corresponding to the version identification result starts to be displayed, and the second moment is the moment when the version identification result is obtained; or the like, or, alternatively,

determining a correct result in the obtained identification results of each version based on the version information corresponding to each test picture; calculating the ratio of the number of correct results to the number of obtained identification results of each version; the ratio is sent to the second electronic device.

As an implementation manner of the embodiment of the present invention, the evaluation information sending module 330 may include:

a valid recognition result determination sub-module (not shown in fig. 3) for determining at least one valid recognition result from the obtained respective version recognition results;

and an evaluation information sending submodule (not shown in fig. 3) for sending evaluation information for determining the user perceptibility to the second electronic device based on the at least one valid recognition result.

As an implementation manner of the embodiment of the present invention, the valid recognition result determining sub-module (not shown in fig. 3) may include:

and a valid result identification determination unit (not shown in fig. 3) for determining at least one valid identification result from the obtained version identification results based on the reaction duration corresponding to each version identification result.

As an implementation manner of the embodiment of the present invention, the valid recognition result determining unit (not shown in fig. 3) may include:

a result removing subunit (not shown in fig. 3) configured to remove, from the obtained version identification results, the version identification results with a reaction time length less than 397ms and/or a reaction time length greater than a preset removing time length, where the preset removing time length is greater than 397 ms;

a result determination subunit (not shown in fig. 3) for determining the remaining version recognition result as a valid recognition result.

As an implementation manner of the embodiment of the present invention, the preset elimination duration may be calculated by the following formula:

wherein T is a preset removing time length,

As an implementation manner of the embodiment of the present invention, the first user perception determining apparatus may further include:

and a learning picture presentation module (not shown in fig. 3) for presenting, to the user, at least one learning picture for the user to remember the version of the client before the step of presenting, to the user, at least one test picture for the perceptibility test, wherein the picture content of each learning picture is the page content of the first version page or the second version page of the client.

Corresponding to the second method for determining user perceptibility provided by the above embodiment of the present invention, the embodiment of the present invention further provides a second device for determining user perceptibility.

Fig. 4 is a schematic structural diagram of a second apparatus for determining user perceptibility according to an embodiment of the present invention, where the apparatus is applied to a second electronic device. As shown in fig. 2, a second user perceptibility device provided in the embodiment of the present invention may include the following modules:

an evaluation information receiving module 410, configured to receive evaluation information sent by at least one first electronic device and used for determining user perceptibility, where the evaluation information sent by any first electronic device is: after the first electronic device obtains the version identification results of the user for each test picture, the first electronic device sends information to the second electronic device based on the obtained version identification results, and the content of any test picture is the page content of the first version page or the second version page of the client;

an accuracy determination module 420 for determining an identification accuracy based on the received evaluation information;

and a user perception determining module 430, configured to determine a user perception corresponding to the client based on the identification accuracy.

As an implementation manner of the embodiment of the present invention, the evaluation information sent by any one of the first electronic devices may be: the first electronic equipment obtains the version identification result of the user for each test picture;

the accuracy determining module 420 may include:

a first correct result determining sub-module (not shown in fig. 4) configured to determine a correct result in the received version identification results based on the version information corresponding to each test picture;

and a first accuracy determining sub-module (not shown in fig. 4) for calculating a ratio of the number of correct results to a first number as the identification accuracy, wherein the first number is the number of received identification results of each version.

As an implementation manner of the embodiment of the present invention, the evaluation information sent by any one of the first electronic devices may be: the version identification result of the user for each test picture obtained by the first electronic device and the reaction duration corresponding to each version identification result are as follows: the elapsed time from the first moment to the second moment, wherein the first moment is the moment when the test picture corresponding to the version identification result starts to be displayed in the first electronic equipment, and the second moment is the moment when the version identification result is obtained by the first electronic equipment;

the accuracy determining module 420 may include:

a valid result determining sub-module (not shown in fig. 4) configured to determine at least one valid recognition result from the received each version recognition result based on a reaction duration corresponding to each version recognition result;

a second correct result determining sub-module (not shown in fig. 4) for determining a correct result of the at least one valid recognition result based on the version information corresponding to each test picture;

a second accuracy determining sub-module (not shown in fig. 4) for calculating a ratio of the number of correct results to the number of at least one valid recognition result as the recognition accuracy.

As an implementation manner of the embodiment of the present invention, the valid result determining sub-module (not shown in fig. 4) may include:

a recognition result eliminating unit (not shown in fig. 4) configured to eliminate, from the received respective version recognition results, version recognition results with a reaction time length less than 397ms and/or a reaction time length greater than a preset eliminating time length, where the preset eliminating time length is greater than 397 ms;

a recognition result determination unit (not shown in fig. 4) for determining the remaining version recognition result as a valid recognition result.

As an implementation manner of the embodiment of the present invention, the evaluation information sent by any one of the first electronic devices may be: the ratio of the number of correct results in each version identification result obtained by the first electronic device to a second number, wherein the second number is the number of each version identification result obtained by the first electronic device;

the accuracy determination module 420 (not shown in fig. 4) may be specifically configured to:

Corresponding to the first method for determining user perceptibility provided by the above embodiment of the present invention, an embodiment of the present invention further provides a first electronic device, where the first electronic device is a first electronic device. As shown in fig. 5, the system comprises a processor 501, a communication interface 502, a memory 503 and a communication bus 504, wherein the processor 501, the communication interface 502 and the memory 503 are communicated with each other through the communication bus 504,

a memory 503 for storing a computer program;

the processor 501 is configured to implement the first method for determining user perceptibility applied to the first electronic device according to the embodiment of the present invention when executing the program stored in the memory 503.

Corresponding to the second method for determining user perceptibility provided by the above embodiment of the present invention, the embodiment of the present invention further provides a second electronic device, and the second electronic device is a second electronic device. As shown in fig. 6, the system comprises a processor 601, a communication interface 602, a memory 603 and a communication bus 604, wherein the processor 601, the communication interface 602 and the memory 603 communicate with each other via the communication bus 604,

a memory 603 for storing a computer program;

the processor 601 is configured to implement the second method for determining user perceptibility applied to the second electronic device according to the embodiment of the present invention when executing the program stored in the memory 603.

The communication bus mentioned in the electronic device may be a Peripheral Component Interconnect (PCI) bus, an Extended Industry Standard Architecture (EISA) bus, or the like. The communication bus may be divided into an address bus, a data bus, a control bus, etc. For ease of illustration, only one thick line is shown, but this does not mean that there is only one bus or one type of bus.

The communication interface is used for communication between the electronic equipment and other equipment.

The Memory may include a Random Access Memory (RAM) or a Non-Volatile Memory (NVM), such as at least one disk Memory. Optionally, the memory may also be at least one memory device located remotely from the processor.

The Processor may be a general-purpose Processor, including a Central Processing Unit (CPU), a Network Processor (NP), and the like; but also Digital Signal Processors (DSPs), Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs) or other Programmable logic devices, discrete Gate or transistor logic devices, discrete hardware components.

In another embodiment of the present invention, there is also provided a first computer-readable storage medium, which stores instructions that, when executed on a computer, cause the computer to execute the first user perception determining method described in any one of the above embodiments.

In another embodiment of the present invention, there is provided a second computer-readable storage medium, having stored therein instructions, which, when run on a computer, cause the computer to execute the second method for determining user perceptibility according to any of the above embodiments.

In another embodiment of the present invention, there is provided a first computer client comprising instructions, which when run on a computer, cause the computer to perform the first method for determining user perceptibility according to any of the above embodiments.

In another embodiment of the present invention, there is provided a second computer client comprising instructions, which when run on a computer, cause the computer to execute the first method for determining user perceptibility according to any two of the above embodiments.

In the above embodiments, the implementation may be wholly or partially realized by software, hardware, firmware, or any combination thereof. When implemented in software, it may be implemented in whole or in part in the form of a computer client. The computer client includes one or more computer instructions. When loaded and executed on a computer, cause the processes or functions described in accordance with the embodiments of the invention to occur, in whole or in part. The computer may be a general purpose computer, a special purpose computer, a network of computers, or other programmable device. The computer instructions may be stored in a computer readable storage medium or transmitted from one computer readable storage medium to another, for example, from one website site, computer, server, or data center to another website site, computer, server, or data center via wired (e.g., coaxial cable, fiber optic, Digital Subscriber Line (DSL)) or wireless (e.g., infrared, wireless, microwave, etc.). The computer-readable storage medium can be any available medium that can be accessed by a computer or a data storage device, such as a server, a data center, etc., that incorporates one or more of the available media. The usable medium may be a magnetic medium (e.g., floppy Disk, hard Disk, magnetic tape), an optical medium (e.g., DVD), or a semiconductor medium (e.g., Solid State Disk (SSD)), among others.

It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.

All the embodiments in the present specification are described in a related manner, and the same and similar parts among the embodiments may be referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, apparatus embodiments, electronic device embodiments, computer-readable storage media, and computer clients containing instructions are described for simplicity as they are substantially similar to method embodiments, where relevant, reference may be made to some descriptions of method embodiments.

The above description is only for the preferred embodiment of the present invention, and is not intended to limit the scope of the present invention. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention shall fall within the protection scope of the present invention.

Claims

1. A user perception determining method is applied to a first electronic device, and comprises the following steps:

acquiring a version identification result of each test picture of a user;

2. The method of claim 1, wherein the step of presenting the user with at least one test picture for perceptibility testing comprises:

wherein, the predetermined picture display mode comprises:

3. The method according to claim 1, wherein the step of obtaining the version identification result of the user for each test picture comprises:

4. The method according to any one of claims 1 to 3, wherein the step of sending evaluation information for determining the degree of perception of the user to the second electronic device based on the obtained respective version identification results comprises:

or the like, or, alternatively,

5. The method according to any one of claims 1 to 3, wherein the step of sending evaluation information for determining the degree of perception of the user to the second electronic device based on the obtained respective version identification results comprises:

6. The method according to claim 5, wherein the step of determining at least one valid recognition result from the obtained respective version recognition results comprises:

7. The method according to claim 6, wherein the step of determining at least one valid recognition result from the obtained identification results of each version based on the reaction duration corresponding to each version identification result comprises:

8. The method according to claim 7, wherein the preset culling time period is calculated by the following formula:

wherein T is the preset removing time length,

9. The method of claim 1, wherein prior to the step of presenting at least one test picture for perceptibility testing to a user, the method further comprises:

10. A user perception determining method is applied to a second electronic device, and comprises the following steps:

11. The method of claim 10, wherein the evaluation information sent by any of the first electronic devices is: the first electronic equipment obtains the version identification result of the user for each test picture;

12. The method according to claim 10, wherein the evaluation information sent by any first electronic device is: the version identification result of the user for each test picture obtained by the first electronic device and the reaction duration corresponding to each version identification result are as follows: the elapsed time from a first time to a second time, wherein the first time is the time when the test picture corresponding to the version identification result starts to be displayed in the first electronic device, and the second time is the time when the version identification result is obtained by the first electronic device;

13. The method according to claim 12, wherein the step of determining valid recognition results from the received version recognition results based on the reaction duration corresponding to each version recognition result comprises:

14. The method of claim 10, wherein the evaluation information sent by any of the first electronic devices is: the ratio of the number of correct results in each version identification result obtained by the first electronic device to a second number, wherein the second number is the number of each version identification result obtained by the first electronic device;

15. An apparatus for determining user perceptibility, applied to a first electronic device, the apparatus comprising:

16. An apparatus for determining user perceptibility, applied to a second electronic device, the apparatus comprising:

17. An electronic device is a first electronic device and is characterized by comprising a processor, a communication interface, a memory and a communication bus, wherein the processor, the communication interface and the memory are used for completing mutual communication through the communication bus;

a memory for storing a computer program;

a processor for implementing the method steps of any of claims 1-9 when executing a program stored in the memory.

18. An electronic device is a second electronic device and is characterized by comprising a processor, a communication interface, a memory and a communication bus, wherein the processor, the communication interface and the memory are used for completing mutual communication through the communication bus;

a memory for storing a computer program;

a processor for implementing the method steps of any of claims 10 to 14 when executing a program stored in the memory.