CN118246924A - Whole process engineering consultation method, product, equipment and medium - Google Patents
Whole process engineering consultation method, product, equipment and medium Download PDFInfo
- Publication number
- CN118246924A CN118246924A CN202410363731.6A CN202410363731A CN118246924A CN 118246924 A CN118246924 A CN 118246924A CN 202410363731 A CN202410363731 A CN 202410363731A CN 118246924 A CN118246924 A CN 118246924A
- Authority
- CN
- China
- Prior art keywords
- construction
- consultation
- target
- engineering
- sub
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 42
- 238000010327 methods by industry Methods 0.000 title claims abstract description 27
- 238000010276 construction Methods 0.000 claims abstract description 406
- 238000004590 computer program Methods 0.000 claims description 10
- 238000003860 storage Methods 0.000 claims description 10
- 238000005516 engineering process Methods 0.000 claims description 7
- 230000001960 triggered effect Effects 0.000 claims description 6
- 238000012163 sequencing technique Methods 0.000 claims description 4
- 238000013461 design Methods 0.000 description 10
- 230000008569 process Effects 0.000 description 6
- 229910001294 Reinforcing steel Inorganic materials 0.000 description 5
- 238000002360 preparation method Methods 0.000 description 5
- 238000004458 analytical method Methods 0.000 description 4
- 238000012545 processing Methods 0.000 description 4
- 238000009435 building construction Methods 0.000 description 3
- 238000009434 installation Methods 0.000 description 3
- 238000012986 modification Methods 0.000 description 3
- 230000004048 modification Effects 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 3
- 230000002159 abnormal effect Effects 0.000 description 2
- 230000006978 adaptation Effects 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000000670 limiting effect Effects 0.000 description 2
- 239000000463 material Substances 0.000 description 2
- 230000002093 peripheral effect Effects 0.000 description 2
- 230000002829 reductive effect Effects 0.000 description 2
- 230000004044 response Effects 0.000 description 2
- 238000012552 review Methods 0.000 description 2
- 230000003068 static effect Effects 0.000 description 2
- 229910000831 Steel Inorganic materials 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 230000002452 interceptive effect Effects 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 238000007726 management method Methods 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000012806 monitoring device Methods 0.000 description 1
- 238000003058 natural language processing Methods 0.000 description 1
- 230000008520 organization Effects 0.000 description 1
- 230000036961 partial effect Effects 0.000 description 1
- 238000003908 quality control method Methods 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 238000007619 statistical method Methods 0.000 description 1
- 239000010959 steel Substances 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
- 238000012800 visualization Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/01—Customer relationship services
- G06Q30/015—Providing customer assistance, e.g. assisting a customer within a business location or via helpdesk
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Databases & Information Systems (AREA)
- Physics & Mathematics (AREA)
- Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Accounting & Taxation (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Development Economics (AREA)
- Economics (AREA)
- Finance (AREA)
- Marketing (AREA)
- Strategic Management (AREA)
- General Business, Economics & Management (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The application relates to the technical field of engineering consultation, in particular to a whole-process engineering consultation method, a product, equipment and a medium. The method comprises the following steps: acquiring consultation information and an engineering stage corresponding to the consultation information; acquiring a construction network corresponding to the engineering stage, wherein the construction network comprises a hierarchical construction subentry corresponding to the engineering stage; determining an initial construction sub-item corresponding to the consultation information from a construction network and a target level of the initial construction sub-item in the construction network; judging whether the target level is the lowest level in all levels of the construction network, if the target level is not the lowest level, determining target construction branches from the target level and subdivision levels under the target level; and acquiring target consultation data corresponding to the target construction items, and uploading the target consultation data to the user terminal, thereby completing engineering consultation. The application can improve the efficiency and accuracy of engineering consultation service.
Description
Technical Field
The application relates to the technical field of engineering consultation, in particular to a whole-process engineering consultation method, a product, equipment and a medium.
Background
The current whole-process engineering consultation service is to provide engineering consultation services related to various aspects of organization, management, economy, technology and the like including design and planning for the whole life cycle of engineering project implementation and operation (or called operation) in the current period research and decision of engineering construction projects.
In the conventional technical framework, consultants are mainly divided into two categories: professional consultants and general users. Due to lack of professional engineering knowledge and experience, it is often difficult for common users to quickly locate construction details or problems that they are really concerned with during the consultation process. The prior art generally receives the consultation questions of the user directly and attempts to determine construction contents of interest to the user based on the consultation questions. However, for non-professional consultants, the method is not high in accuracy, and core content which a user really wants to consult is difficult to accurately capture.
Disclosure of Invention
In order to solve the problem of low accuracy of the positioned consultation contents in the whole process engineering consultation in the prior art, the application provides a whole process engineering consultation method, a product, equipment and a medium.
In a first aspect, the application provides a whole process engineering consultation method, which adopts the following technical scheme:
A whole process engineering consultation method, comprising:
Acquiring consultation information and an engineering stage corresponding to the consultation information;
acquiring a construction network corresponding to the engineering stage, wherein the construction network comprises construction branches of layering levels corresponding to the engineering stage;
Determining initial construction items corresponding to the consultation information and target levels of the initial construction items in the construction network from the construction network;
Judging whether the target level is the lowest level in all levels of the construction network, and if the target level is not the lowest level, determining a target construction sub-item from the target level and sub-division levels under the target level;
and acquiring target consultation data corresponding to the target construction sub-items, and uploading the target consultation data to a user terminal so as to finish engineering consultation.
By adopting the technical scheme, the construction stage associated with the consultation information can be accurately determined by collecting and analyzing the consultation information of the user, the construction network is of a multi-level structure, the construction items contained in each construction stage can be displayed in detail, the initial construction items corresponding to the consultation information and the positions of the initial construction items in the construction network, namely, the target level, are determined, so that the accurate positioning of the problem points concerned by the user is facilitated, the accuracy of the consultation service is improved, if the target level is not the lowest level, the initial construction items also contain more specific fine items, the target level and the fine level of the target level are further analyzed, the target construction items are determined, namely, the most core content which the user wants to consult are determined, the corresponding target consultation data are acquired according to the target construction items, and are uploaded to the user terminal, so that the user can conveniently acquire the required consultation information, and the efficiency and the accuracy of the engineering consultation service are improved.
The present application may be further configured in a preferred example to: the method further comprises the steps of:
Determining a plurality of construction projects contained in a target engineering stage and a plurality of construction branches contained in each construction project, wherein the target engineering stage is any engineering stage in the whole engineering process;
Generating a first association relation of the plurality of construction projects according to the construction sequence among the plurality of construction projects;
Generating a second association relation corresponding to a target construction project according to the construction sequence among a plurality of construction sub-projects contained in the target construction project, wherein the target construction project is any one of the plurality of construction projects contained in the target engineering stage;
And building a construction network corresponding to the target engineering stage according to the first association relationship and the second association relationship corresponding to each of the plurality of construction projects.
By adopting the technical scheme, the whole engineering process is split into a plurality of specific engineering stages, and is further thinned into construction projects and construction sub-projects in each engineering stage, so that the complex engineering projects are carefully managed and analyzed, a first association relation is established according to the construction sequence among the construction projects, the logic dependence and the sequence among different construction projects are reflected, a second association relation is established according to the construction sequence among the construction sub-projects, the internal structure and the construction flow of each construction project are helped to be known, a construction network is constructed according to the first association relation and the second association relation, and the comprehensive project information and the structured framework are provided, so that accurate and targeted consultation service is helped.
The present application may be further configured in a preferred example to: the acquiring the consultation information and the engineering stage corresponding to the consultation information comprises the following steps:
Receiving a consultation signal triggered by a user;
judging whether the consultation information input by the user can be received within a preset time after the consultation signal is received;
If the consultation information input by the user can be received, text recognition and keyword matching are carried out on the consultation information, and an engineering stage is obtained.
By adopting the technical scheme, the consultation signal triggered by the user is received, whether the consultation information input by the user can be received or not is judged, the consultation information of the user can be timely captured, the consultation requirement of the user can be accurately and rapidly understood by carrying out text recognition and keyword matching on the consultation information, the targeted consultation service is provided, the consultation information and a specific engineering stage can be automatically associated by comparing the keyword matching result, so that the rapid response and accurate positioning of the consultation requirement of the user are realized, and the use experience and satisfaction of the user are enhanced.
The present application may be further configured in a preferred example to: if the consultation information input by the user cannot be received,
The method further comprises the steps of:
acquiring historical engineering information, wherein the historical engineering information comprises construction problem frequencies corresponding to a plurality of construction sub-items corresponding to the construction network;
determining a problem construction sub-item from the plurality of construction sub-items according to the problem frequency corresponding to each of the plurality of construction sub-items;
and determining consultation information and engineering stages according to the problem construction items.
By adopting the technical scheme, when the consultation information input by the user is not directly received, the history engineering information is utilized to analyze the possible problem construction items, the consultation information is generated and the corresponding engineering stage is determined accordingly, and the accuracy and pertinence of the consultation service are improved.
The present application may be further configured in a preferred example to: determining a target construction sub-item from the target level and a subdivision level below the target level, comprising:
Sequencing each construction subentry in the target level and the subdivision level under the target level according to the construction problem frequency corresponding to each of a plurality of construction subentries corresponding to the construction network to obtain a construction subentry list;
uploading the construction sub-item list to the user terminal so that a user selects a target construction sub-item from the construction sub-item list;
and receiving the target construction sub-item selected by the user and returned by the user terminal.
By adopting the technical scheme, the collected problem frequency data of the construction sub-items are utilized to sort all the construction sub-items in the target level and the subdivision level of the target level, so that the construction sub-items frequently causing problems in the history item are sorted in front of the list, a user can quickly identify possible problem points, and accordingly, the construction sub-item list is uploaded to the user terminal, the user can select the target construction sub-items from the list as consultation objects by looking up the list, and the user can acquire related consultation contents according to the actual demands of the user, so that the pertinence and individuation of the consultation service are improved.
The present application may be further configured in a preferred example to: performing text recognition and keyword matching on the consultation information to obtain an engineering stage, wherein the method comprises the following steps:
Carrying out text recognition on the consultation information to obtain a text recognition result;
Performing keyword matching on the text recognition result and keywords corresponding to each of a plurality of engineering stages in a keyword library to obtain keyword matching results corresponding to each engineering stage;
And determining the engineering stage with the highest matching degree from a plurality of engineering stages in the keyword library as the engineering stage corresponding to the consultation information according to the keyword matching result corresponding to each engineering stage.
By adopting the technical scheme, the engineering stage is determined by carrying out text recognition and keyword matching on the consultation information, the steps of manual analysis and classification are reduced, the accuracy and the efficiency of the consultation processing are improved, and the user experience is optimized.
The present application may be further configured in a preferred example to: the target consultation data corresponding to the target construction sub-item is obtained, and the method comprises the following steps:
acquiring actual construction data and planned construction data corresponding to the target construction sub-items;
comparing the actual construction data with the planned construction data to obtain a construction difference value;
Judging whether the construction difference value accords with a preset difference value range or not to obtain a judging result;
and integrating the actual construction data, the planned construction data, the construction difference value and the judging result into target consultation data.
By adopting the technical scheme, the actual construction data and the planned construction data corresponding to the target construction sub-items are acquired, the construction progress is evaluated, the potential problems are identified, the actual construction data and the planned construction data are compared, the construction difference value can be obtained, a user can better know the construction current situation, the potential problems are found in time, and corresponding adjustment or decision is made.
In a second aspect, the present application provides a computer program product, which adopts the following technical scheme:
a computer program product comprising a computer program which when executed by a processor implements the whole process engineering consultation method of any of the first aspects.
In a third aspect, the present application provides an electronic device, which adopts the following technical scheme:
one or more processors;
a memory;
At least one application program, wherein the at least one application program is stored in the memory and configured to be executed by the at least one processor, the at least one application program configured to: the whole process engineering consultation method of any one of the first aspects is performed.
In a fourth aspect, the present application provides a computer readable storage medium, which adopts the following technical scheme:
A computer readable storage medium having stored thereon a computer program which, when executed in a computer, causes the computer to perform the whole process engineering consultation method of any of the first aspects.
In summary, the application has the following beneficial technical effects:
According to the application, the construction stage associated with the consultation information can be accurately determined by collecting and analyzing the consultation information of the user, the construction network is of a multi-level structure, the construction items contained in each construction stage can be displayed in detail, the initial construction items corresponding to the consultation information and the positions of the initial construction items in the construction network, namely, the target level, are determined, the accurate positioning to the problem points concerned by the user is facilitated, the accuracy of the consultation service is improved, if the target level is not the lowest level, the initial construction items also contain more specific sub-items, the target level and the sub-division level of the target level are further analyzed, the content of the target construction items, namely, the most core of the user wanted to be consulted, is determined, the corresponding target consultation data is acquired according to the target construction items, and the target consultation data is uploaded to the user terminal, so that the user can conveniently acquire the required consultation information, and the efficiency and the accuracy of the engineering consultation service are improved.
Drawings
FIG. 1 is a schematic flow chart of a whole process engineering consultation method according to an embodiment of the present application;
fig. 2 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
The present application will be described in further detail with reference to fig. 1-2.
The present embodiment is only for explanation of the present application and is not to be construed as limiting the present application, and modifications to the present embodiment, which may not creatively contribute to the present application as required by those skilled in the art after reading the present specification, are all protected by patent laws within the scope of claims of the present application.
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present application more apparent, the technical solutions of the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present application, and it is apparent that the described embodiments are some embodiments of the present application, but not all embodiments of the present application. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.
In addition, the term "and/or" herein is merely an association relationship describing an association object, and means that three relationships may exist, for example, a and/or B may mean: a exists alone, A and B exist together, and B exists alone. In this context, unless otherwise specified, the term "/" generally indicates that the associated object is an "or" relationship.
The embodiment of the application provides a whole process engineering consultation method, as shown in fig. 1, wherein the method provided in the embodiment of the application is executed by electronic equipment, and the electronic equipment can be a server or terminal equipment, wherein the server can be an independent physical server, a server cluster or a distributed system formed by a plurality of physical servers, or a cloud server for providing cloud computing service. The terminal device may be a smart phone, a tablet computer, a notebook computer, a desktop computer, or the like, but is not limited thereto, and the terminal device and the server may be directly or indirectly connected through a wired or wireless communication manner, which is not limited herein, and the method includes steps S101-S105, wherein:
S101, acquiring the consultation information and the engineering stage corresponding to the consultation information.
In this embodiment, the electronic device may receive the consultation signal triggered by the user, and determine whether the consultation information input by the user can be received within a preset time after the consultation signal is received, if the consultation information input by the user can be received within the preset time, text recognition and keyword matching are performed on the consultation information to obtain a keyword matching result, each engineering stage corresponds to a plurality of keywords, and the engineering stage corresponding to the consultation information can be determined according to the keyword matching result; if the consultation information input by the user is not received within the preset time, the history engineering information can be obtained, the history engineering information comprises construction problem frequencies corresponding to the construction sub-items in the construction network, the construction sub-items with the construction problem frequencies higher than the specific frequency can be determined from the construction network to serve as the problem construction sub-items, further, construction contents corresponding to the problem construction sub-items serve as the consultation information, and engineering stages corresponding to the problem construction sub-items serve as engineering stages corresponding to the consultation information. The preset time can be set according to actual requirements.
S102, acquiring a construction network corresponding to the engineering stage, wherein the construction network comprises construction branches of a hierarchical layer corresponding to the engineering stage.
In this embodiment, a corresponding construction network may be set for each engineering stage, and first, the engineering whole process may be divided into a plurality of engineering stages, and optionally, the engineering whole process may include four engineering stages: design stage, preparation stage, construction stage and completion stage. Further, any engineering stage can be used as a target engineering stage, for the target engineering stage, a plurality of construction projects under the target engineering stage and the construction sequence among the plurality of construction projects can be determined according to actual experience, the plurality of construction projects are connected according to the construction sequence, so that a first association relation of the plurality of construction projects is obtained, the first association relation can be represented as an initial association relation diagram through project management software, a flow chart or other visualization tools, and the dependency relation and the logic flow among the plurality of construction projects under the target engineering stage are displayed.
Further, for each construction project under the target engineering stage, specific construction branches can be divided, the construction branches are specific jobs or tasks forming the construction projects, construction sequences and dependency relationships among the construction branches are analyzed to serve as second association relationships, and the initial association relationship graph is supplemented and refined according to the second association relationships, so that a target association relationship graph, namely a construction network corresponding to the target engineering stage, is obtained and is used for displaying the association and sequences among the construction projects and the construction branches under the target engineering stage. The construction items which can be performed simultaneously are set to be in the same level, the construction items with sequence are set to be in different levels, and the higher the level is, the earlier the construction items are logically started. For example, for a construction phase, the construction project included therein may be: main part structure construction, fitment construction, electromechanical installation, outer facade construction, view construction, wherein, main part structure construction can include: the foundation construction and the upper layer building construction are arranged before the upper layer building construction in the construction process, the foundation construction can be used as a first level, and the upper layer building construction is used as a next level, namely a second level.
S103, determining initial construction items corresponding to the consultation information and target levels of the initial construction items in the construction network from the construction network.
In this embodiment, the initial construction sub-item corresponding to the consultation information may be determined through text analysis, and the construction sub-item with the highest frequency of occurrence of the construction problem may be determined from the history engineering information as the initial construction sub-item.
And S104, judging whether the target level is the lowest level in all levels of the construction network, and if the target level is not the lowest level, determining target construction items from the target level and subdivision levels below the target level.
In this embodiment, the lowest hierarchy is a hierarchy without a finer hierarchy under the hierarchy, and if the target hierarchy is the lowest hierarchy in the construction network, the initial construction sub-item is taken as the target construction sub-item; if the target level is not at the lowest level in the construction network, the frequency of construction problems of each construction sub-item in the subdivision level under the target level can be obtained, the initial construction sub-item in the target level is arranged at the first level, each construction sub-item in the subdivision level under the target level is arranged behind the target level according to the construction problem frequency from big to small, so that a construction sub-item list is obtained, and the construction sub-item list is uploaded to an interactive page of a user terminal, so that a user selects a target construction sub-item to be consulted from the construction sub-item list. If the target level is the second level and the lowest level below the target level is the fifth level, the initial construction sub-item can be set at the first position of the construction sub-item list, each construction sub-item in the third level is set after the initial construction sub-item according to the construction problem frequency from big to small, each construction sub-item in the fourth level is set after each construction sub-item corresponding to the third level according to the construction problem frequency from big to small, and each construction sub-item in the fifth level is set after each construction sub-item corresponding to the fourth level according to the construction problem frequency from big to small.
S105, acquiring target consultation data corresponding to the target construction sub-items, and uploading the target consultation data to the user terminal, so that engineering consultation is completed.
In this embodiment, the actual construction data and the planned construction data corresponding to the target construction sub-item may be obtained, then the actual construction data and the planned construction data are compared to obtain a construction difference value, whether the construction difference value accords with a preset difference value range is judged, a judgment result is obtained, the actual construction data, the planned construction data, the construction difference value and the judgment result are integrated into target consultation data, and the target consultation data is sent to the user terminal, so that the user can conveniently review, and thus, engineering consultation is completed.
According to the embodiment of the application, the construction stage associated with the consultation information can be accurately determined by collecting and analyzing the consultation information of the user, the construction network is of a multi-level structure, the construction items contained in each construction stage can be displayed in detail, the initial construction items corresponding to the consultation information and the positions of the initial construction items in the construction network, namely, the target level, are determined, the accurate positioning to the problem points concerned by the user is facilitated, the accuracy of the consultation service is improved, if the target level is not the lowest level, the initial construction items also contain more specific detail items, the target level and the subdivision level of the target level are further analyzed, the target construction items, namely, the content of the most core which the user wants to consult, are determined, the corresponding target consultation data is acquired according to the target construction items, and uploaded to the user terminal, so that the user can conveniently acquire the required consultation information, and the efficiency and the accuracy of the engineering consultation service are improved.
One possible implementation manner of the embodiment of the present application, the method further includes:
determining a plurality of construction projects contained in a target engineering stage and a plurality of construction branches contained in each construction project, wherein the target engineering stage is any engineering stage in the whole engineering process;
generating a first association relation of a plurality of construction projects according to the construction sequence among the plurality of construction projects;
Generating a second association relation corresponding to a target construction project according to the construction sequence among a plurality of construction sub-projects contained in the target construction project, wherein the target construction project is any one of a plurality of construction projects contained in a target engineering stage;
And building a construction network corresponding to the target engineering stage according to the first association relationship and the second association relationship corresponding to each of the plurality of construction projects.
In this embodiment, the dividing manner for dividing the whole process of construction into a plurality of engineering stages may be: design stage, preparation stage, construction stage and completion stage. Further, for each engineering stage, all relevant construction projects within the engineering stage may be determined, and exemplary construction projects included in the design stage may be: project planning, detailed design, design review, the preparation stage includes the construction project can be: the bidding documents are compiled, bidding and bidding are performed, the contract is signed, the site preparation is performed, and the construction projects included in the construction stage can be as follows: main part structure construction, fitment construction, electromechanical installation, outer facade construction, view construction, the construction project that the completion stage includes can have: project acceptance, completion data arrangement and project summarization. Further, for each construction project under the target engineering stage, a specific construction sub-term may be divided, and the construction sub-term is a specific job or task constituting the construction project, and exemplary, the construction project of the main body structure construction may include the following construction sub-term: foundation construction, steel bar installation, template construction and concrete pouring. Further, the next level of the construction sub-item for installing the reinforcing steel bar may include: processing and manufacturing of reinforcing steel bars, erection of reinforcing steel bar frameworks, connection of reinforcing steel bars and arrangement of reinforcing steel bar protection layers.
According to the embodiment of the application, the whole engineering process is split into a plurality of specific engineering stages, and is further thinned into the construction projects and construction sub-projects in each engineering stage, so that the complex engineering projects are managed and analyzed carefully, a first association relation is established according to the construction sequence among the construction projects, the logic dependence and the sequence among different construction projects are reflected, a second association relation is established according to the construction sequence among the construction sub-projects, the internal structure and the construction flow of each construction project are known, a construction network is constructed according to the first association relation and the second association relation, comprehensive project information and a structural framework are provided, and accurate and targeted consultation service is facilitated.
One possible implementation manner of the embodiment of the present application, obtaining the consultation information and the engineering stage corresponding to the consultation information, includes:
Receiving a consultation signal triggered by a user;
judging whether the consultation information input by the user can be received within a preset time after receiving the consultation signal;
If the consultation information input by the user can be received, text recognition and keyword matching are carried out on the consultation information, and an engineering stage is obtained.
In this embodiment, the advisory information may include one or more of item type, geographic location, budget scope. Wherein, a keyword library may be pre-established, and keywords related to different engineering stages are stored, for example, the keyword "building design" may be associated with "design stage", and the keyword "construction license" may be associated with "construction preparation stage". Further, text analysis can be performed on the received advisory information by using a natural language processing technology, each entity word in the advisory information can be identified, a plurality of keywords matched with the advisory information, namely keyword matching results, can be determined from the keyword library by matching the identified entity word with the keywords in the keyword library, and engineering stages corresponding to the advisory information can be determined according to the corresponding relation between each engineering stage and the keywords stored in the keyword library.
According to the embodiment of the application, the consultation information input by the user can be timely captured by receiving the consultation signal triggered by the user and judging whether the consultation information input by the user can be received, the consultation requirement of the user can be accurately and rapidly understood by carrying out text recognition and keyword matching on the consultation information so as to provide targeted consultation service, and the consultation information and a specific engineering stage can be automatically associated by comparing the keyword matching result, so that the rapid response and accurate positioning of the consultation requirement of the user are realized, and the use experience and satisfaction of the user are enhanced.
In one possible implementation manner of the embodiment of the present application, text recognition and keyword matching are performed on the consultation information to obtain an engineering stage, including:
Carrying out text recognition on the consultation information to obtain a text recognition result;
Keyword matching is carried out on the text recognition result and keywords corresponding to each of a plurality of engineering stages in a keyword library, and keyword matching results corresponding to each engineering stage are obtained;
and determining the engineering stage with the highest matching degree from a plurality of engineering stages in the keyword library as the engineering stage corresponding to the consultation information according to the keyword matching result corresponding to each engineering stage.
According to the embodiment of the application, the engineering stage is determined by carrying out text recognition and keyword matching on the consultation information, so that the steps of manual analysis and classification are reduced, the accuracy and efficiency of the consultation processing are improved, and the user experience is optimized.
In one possible implementation manner of the embodiment of the present application, if the consultation information input by the user cannot be received,
The method further comprises the steps of:
acquiring historical engineering information, wherein the historical engineering information comprises construction problem frequencies corresponding to a plurality of construction sub-items corresponding to a construction network;
According to the problem frequency corresponding to each of the construction sub-items, determining the problem construction sub-item from the construction sub-items;
And determining consultation information and engineering stages according to the problem construction items.
In this embodiment, historical engineering information is collected in past engineering projects, the historical engineering information should cover details of each engineering stage and each construction sub-term, historical engineering data is analyzed, the number of times of construction problems occurring in each construction sub-term and the total number of times of construction problems occurring in the historical engineering data are identified, and the ratio of the number of times of construction problems corresponding to each construction sub-term to the total number of times is used as the frequency of construction problems of the construction sub-term. According to the calculated construction problem frequency, sequencing the construction items according to the construction problem frequency from large to small, setting a frequency threshold, and taking the construction items with the construction problem frequency exceeding the set frequency threshold as the problem construction items. The association relationship between the construction sub-items and the construction contents may also be established in advance, for example, the construction contents corresponding to the construction sub-items may include: material selection and inspection, concrete mix proportion design, quality control key, maintenance and protection. Therefore, after determining the problem construction sub-item, the construction content corresponding to the target construction sub-item can be further determined, and the construction stage in which the problem construction sub-item is located is the construction stage corresponding to the consultation information.
In the embodiment of the application, when the consultation information input by the user is not directly received, the history engineering information is utilized to analyze the possible problem construction items, the consultation information is generated and the corresponding engineering stage is determined according to the problem construction items, so that the accuracy and pertinence of the consultation service are improved.
One possible implementation manner of the embodiment of the present application, determining a target construction sub-item from a target level and a sub-division level under the target level, includes:
sequencing each construction subentry in the target level and the subdivision level under the target level according to the construction problem frequency corresponding to each of the construction subentries corresponding to the construction network to obtain a construction subentry list;
Uploading the construction sub-item list to a user terminal so that a user selects a target construction sub-item from the construction sub-item list;
and receiving the target construction items selected by the user and returned by the user terminal.
According to the embodiment of the application, the collected problem frequency data of the construction sub-items are utilized to sort all the construction sub-items in the target level and the subdivision level of the target level, so that the construction sub-items frequently causing problems in the history item are arranged in front of the list, a user can be helped to quickly identify possible problem points, thereby carrying out targeted consultation, uploading the construction sub-item list to the user terminal, and the user can select the target construction sub-item from the list as a consultation object by checking the list, so that the user can acquire related consultation content according to the actual requirements of the user, and the pertinence and individuality of the consultation service are improved.
In one possible implementation manner of the embodiment of the present application, obtaining target consultation data corresponding to a target construction sub-item includes:
acquiring actual construction data and planned construction data corresponding to the target construction sub-items;
Comparing the actual construction data with the planned construction data to obtain a construction difference value;
Judging whether the construction difference accords with a preset difference range or not to obtain a judging result;
And integrating the actual construction data, the planned construction data, the construction difference value and the judging result into target consultation data.
In this embodiment, key data in an actual construction process may be collected by means of a sensor, a monitoring device or a manual recording set on a construction site, and corresponding construction sub-items, such as construction time, material consumption, the number of workers, and construction progress, are marked on the key data, and the obtained actual construction data is stored in a database in real time, where planned construction data may also be stored, where the planned construction data is determined in a design stage before construction, and is used to guide the construction progress. After determining the target construction sub-item, the corresponding actual construction data and the corresponding planned construction data can be called from the database, the actual construction data and the planned construction data are matched according to the same time period or construction node, and the comparability and the relativity of the compared data are determined. For each matched data point, calculating a difference value between actual construction data and a planned construction data point, wherein the difference value can be an absolute value and a percentage, so that a construction difference value corresponding to a target construction sub-item is obtained, and the construction difference value can reflect the deviation condition of actual construction and planning in the target construction sub-item.
Further, according to project requirements and industry standards, an allowable range of construction difference values, namely a preset difference value range, can be set, the preset difference value range can be obtained based on historical data, expert experience or statistical analysis, each construction difference value is compared with a corresponding preset difference value range, whether the construction difference value meets the requirements or not is judged, if the construction difference value exceeding the corresponding preset difference value range exists, the construction difference value is marked as abnormal, and the judgment result comprises an abnormal marking result. Further, the actual construction data, the planned construction data, the construction difference values, and the determination results are integrated into one integrated data set, and the data set can be converted into an appropriate format such as a table, a graph, or a report, thereby obtaining final target consultation data.
According to the embodiment of the application, the actual construction data and the planned construction data corresponding to the target construction sub-items are acquired, so that the evaluation of the construction progress and the identification of potential problems are facilitated, the actual construction data and the planned construction data are compared, the construction difference value can be obtained, a user can better know the current construction situation, the potential problems can be found in time, and corresponding adjustment or decision can be made.
Embodiments of the present application provide a computer program product which, when executed by a processor, enables a computer to perform the corresponding aspects of the overall process engineering consultation method embodiments described above.
In an embodiment of the present application, as shown in fig. 2, an electronic device 200 shown in fig. 2 includes: a processor 201 and a memory 203. Wherein the processor 201 is coupled to the memory 203, such as via a bus 202. Optionally, the electronic device 200 may also include a transceiver 204. It should be noted that, in practical applications, the transceiver 204 is not limited to one, and the structure of the electronic device 200 is not limited to the embodiment of the present application.
The Processor 201 may be a CPU (Central Processing Unit ), general purpose Processor, DSP (DIGITAL SIGNAL Processor, data signal Processor), ASIC (Application SPECIFIC INTEGRATED Circuit), FPGA (Field Programmable GATE ARRAY ) or other programmable logic device, transistor logic device, hardware component, or any combination thereof. Which may implement or perform the various exemplary logic blocks, modules and circuits described in connection with this disclosure. The processor 201 may also be a combination that implements computing functionality, e.g., comprising one or more microprocessor combinations, a combination of a DSP and a microprocessor, etc.
Bus 202 may include a path to transfer information between the aforementioned components. Bus 202 may be a PCI (PERIPHERAL COMPONENT INTERCONNECT, peripheral component interconnect standard) bus, or an EISA (Extended Industry Standard Architecture ) bus, or the like. The bus 202 may be classified as an address bus, a data bus, a control bus, or the like. For ease of illustration, only one thick line is shown in fig. 2, but not only one bus or type of bus.
The Memory 203 may be, but is not limited to, a ROM (Read Only Memory) or other type of static storage device that can store static information and instructions, a RAM (Random Access Memory ) or other type of dynamic storage device that can store information and instructions, an EEPROM (ELECTRICALLY ERASABLE PROGRAMMABLE READ ONLY MEMORY ), a CD-ROM (Compact Disc Read Only Memory, compact disc Read Only Memory) or other optical disk storage, optical disk storage (including compact discs, laser discs, optical discs, digital versatile discs, blu-ray discs, etc.), magnetic disk storage media or other magnetic storage devices, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer.
The memory 203 is used for storing application program codes for executing the inventive arrangements and is controlled by the processor 201 for execution. The processor 201 is configured to execute the application code stored in the memory 203 to implement what has been described above for the whole process engineering consultation method embodiment.
The electronic device shown in fig. 2 is only an example and should not be construed as limiting the functionality and scope of use of the embodiments of the application.
Embodiments of the present application provide a computer-readable storage medium having a computer program stored thereon, which when run on a computer, causes the computer to perform the corresponding content of the foregoing whole process engineering consultation method embodiments.
It should be understood that, although the steps in the flowcharts of the figures are shown in order as indicated by the arrows, these steps are not necessarily performed in order as indicated by the arrows. The steps are not strictly limited in order and may be performed in other orders, unless explicitly stated herein. Moreover, at least some of the steps in the flowcharts of the figures may include a plurality of sub-steps or stages that are not necessarily performed at the same time, but may be performed at different times, the order of their execution not necessarily being sequential, but may be performed in turn or alternately with other steps or at least a portion of the other steps or stages.
The foregoing is only a partial embodiment of the present application, and it should be noted that it will be apparent to those skilled in the art that modifications and adaptations can be made without departing from the principles of the present application, and such modifications and adaptations should and are intended to be comprehended within the scope of the present application.
Claims (10)
1. A whole process engineering consultation method, comprising:
Acquiring consultation information and an engineering stage corresponding to the consultation information;
acquiring a construction network corresponding to the engineering stage, wherein the construction network comprises construction branches of layering levels corresponding to the engineering stage;
Determining initial construction items corresponding to the consultation information and target levels of the initial construction items in the construction network from the construction network;
Judging whether the target level is the lowest level in all levels of the construction network, and if the target level is not the lowest level, determining a target construction sub-item from the target level and sub-division levels under the target level;
and acquiring target consultation data corresponding to the target construction sub-items, and uploading the target consultation data to a user terminal so as to finish engineering consultation.
2. The whole process engineering consultation method of claim 1 further including:
Determining a plurality of construction projects contained in a target engineering stage and a plurality of construction branches contained in each construction project, wherein the target engineering stage is any engineering stage in the whole engineering process;
Generating a first association relation of the plurality of construction projects according to the construction sequence among the plurality of construction projects;
Generating a second association relation corresponding to a target construction project according to the construction sequence among a plurality of construction sub-projects contained in the target construction project, wherein the target construction project is any one of the plurality of construction projects contained in the target engineering stage;
And building a construction network corresponding to the target engineering stage according to the first association relationship and the second association relationship corresponding to each of the plurality of construction projects.
3. The whole process engineering consultation method according to claim 1, wherein the acquiring consultation information and the engineering stage corresponding to the consultation information includes:
Receiving a consultation signal triggered by a user;
judging whether the consultation information input by the user can be received within a preset time after the consultation signal is received;
If the consultation information input by the user can be received, text recognition and keyword matching are carried out on the consultation information, and an engineering stage is obtained.
4. The whole process engineering consultation method according to claim 3, wherein if the consultation information input by the user cannot be received,
The method further comprises the steps of:
acquiring historical engineering information, wherein the historical engineering information comprises construction problem frequencies corresponding to a plurality of construction sub-items corresponding to the construction network;
determining a problem construction sub-item from the plurality of construction sub-items according to the problem frequency corresponding to each of the plurality of construction sub-items;
and determining consultation information and engineering stages according to the problem construction items.
5. The whole process engineering consultation method of claim 3 including determining a target construction sub-term from the target level and a sub-level below the target level including:
Sequencing each construction subentry in the target level and the subdivision level under the target level according to the construction problem frequency corresponding to each of a plurality of construction subentries corresponding to the construction network to obtain a construction subentry list;
uploading the construction sub-item list to the user terminal so that a user selects a target construction sub-item from the construction sub-item list;
and receiving the target construction sub-item selected by the user and returned by the user terminal.
6. The whole process engineering consultation method according to claim 3, wherein the text recognition and keyword matching are performed on the consultation information to obtain an engineering stage, including:
Carrying out text recognition on the consultation information to obtain a text recognition result;
Performing keyword matching on the text recognition result and keywords corresponding to each of a plurality of engineering stages in a keyword library to obtain keyword matching results corresponding to each engineering stage;
And determining the engineering stage with the highest matching degree from a plurality of engineering stages in the keyword library as the engineering stage corresponding to the consultation information according to the keyword matching result corresponding to each engineering stage.
7. The whole process engineering consultation method according to claim 1, wherein obtaining target consultation data corresponding to the target construction sub-item includes:
acquiring actual construction data and planned construction data corresponding to the target construction sub-items;
comparing the actual construction data with the planned construction data to obtain a construction difference value;
Judging whether the construction difference value accords with a preset difference value range or not to obtain a judging result;
and integrating the actual construction data, the planned construction data, the construction difference value and the judging result into target consultation data.
8. A computer program product comprising a computer program which when executed by a processor implements the steps of the whole process engineering consultation method of any of claims 1 to 7.
9. An electronic device, comprising:
At least one processor;
a memory;
At least one application program, wherein the at least one application program is stored in the memory and configured to be executed by the at least one processor, the at least one application program configured to: performing the whole process engineering consultation method of any one of claims 1 to 7.
10. A computer readable storage medium having stored thereon a computer program, characterized in that the computer program, when executed in a computer, causes the computer to perform the whole process engineering consultation method of any of claims 1-7.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202410363731.6A CN118246924A (en) | 2024-03-28 | 2024-03-28 | Whole process engineering consultation method, product, equipment and medium |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202410363731.6A CN118246924A (en) | 2024-03-28 | 2024-03-28 | Whole process engineering consultation method, product, equipment and medium |
Publications (1)
Publication Number | Publication Date |
---|---|
CN118246924A true CN118246924A (en) | 2024-06-25 |
Family
ID=91554885
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202410363731.6A Pending CN118246924A (en) | 2024-03-28 | 2024-03-28 | Whole process engineering consultation method, product, equipment and medium |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN118246924A (en) |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110019693A (en) * | 2017-07-25 | 2019-07-16 | 百度在线网络技术(北京)有限公司 | Information recommendation method, server and the computer-readable medium of intelligent customer service |
CN110889551A (en) * | 2019-11-23 | 2020-03-17 | 湖南新泉工程造价咨询有限公司 | Full-process engineering consultation service method |
CN111324786A (en) * | 2020-03-03 | 2020-06-23 | 北京京东振世信息技术有限公司 | Method and device for processing consultation problem information |
CN112990713A (en) * | 2021-03-20 | 2021-06-18 | 重庆图强工程技术咨询有限公司 | Method, system and storage medium for evaluating engineering consultation service in whole process |
CN116703659A (en) * | 2023-06-08 | 2023-09-05 | 万隆建设工程咨询集团有限公司 | Data processing method and device applied to engineering consultation and electronic equipment |
CN116777380A (en) * | 2023-06-25 | 2023-09-19 | 中国建筑设计研究院有限公司 | Project integration overall management method and device |
CN117669582A (en) * | 2023-11-30 | 2024-03-08 | 江苏省设备成套股份有限公司 | Engineering consultation processing method and device based on deep learning and electronic equipment |
-
2024
- 2024-03-28 CN CN202410363731.6A patent/CN118246924A/en active Pending
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110019693A (en) * | 2017-07-25 | 2019-07-16 | 百度在线网络技术(北京)有限公司 | Information recommendation method, server and the computer-readable medium of intelligent customer service |
CN110889551A (en) * | 2019-11-23 | 2020-03-17 | 湖南新泉工程造价咨询有限公司 | Full-process engineering consultation service method |
CN111324786A (en) * | 2020-03-03 | 2020-06-23 | 北京京东振世信息技术有限公司 | Method and device for processing consultation problem information |
CN112990713A (en) * | 2021-03-20 | 2021-06-18 | 重庆图强工程技术咨询有限公司 | Method, system and storage medium for evaluating engineering consultation service in whole process |
CN116703659A (en) * | 2023-06-08 | 2023-09-05 | 万隆建设工程咨询集团有限公司 | Data processing method and device applied to engineering consultation and electronic equipment |
CN116777380A (en) * | 2023-06-25 | 2023-09-19 | 中国建筑设计研究院有限公司 | Project integration overall management method and device |
CN117669582A (en) * | 2023-11-30 | 2024-03-08 | 江苏省设备成套股份有限公司 | Engineering consultation processing method and device based on deep learning and electronic equipment |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Chien et al. | An empirical study of design-of-experiment data mining for yield-loss diagnosis for semiconductor manufacturing | |
Corti et al. | A capacity-driven approach to establish reliable due dates in a MTO environment | |
CN111881158B (en) | Processing method, device, computer system and readable storage medium for managing report data | |
US20190114711A1 (en) | Financial analysis system and method for unstructured text data | |
CN110689355A (en) | Client classification method, device, computer equipment and storage medium | |
CN113283729A (en) | Method and device for evaluating enterprise digitization capability | |
US20220058568A1 (en) | Method for selecting worker according to feature of project based on crowd sourcing | |
Valentini et al. | Comparison between traditional and digital preliminary cost-estimating approaches | |
JP2020057425A (en) | Management system and management method for building | |
CN113742248A (en) | Method and system for predicting organization process based on project measurement data | |
Hegazy et al. | Dynamic system for prioritizing and accelerating inspections to support capital renewal of buildings | |
CN118246924A (en) | Whole process engineering consultation method, product, equipment and medium | |
Fu et al. | IFC implementation in lifecycle costing | |
CN117172549A (en) | Construction budget generation method, construction budget generation system, terminal equipment and storage medium | |
CN111080364A (en) | Engineering cost data center management system and device | |
CN113625669B (en) | Product quality prediction method and system | |
CN116663100A (en) | Engineering data calling method and system based on intelligent construction technology | |
CN114723408A (en) | Bidding method, system, terminal and medium for real estate engineering project | |
CN114925895A (en) | Maintenance equipment prediction method, terminal and storage medium | |
CN115222370A (en) | Multidimensional entrepreneurship incubation project evaluation method and system and electronic equipment | |
CN114490590A (en) | Data warehouse quality evaluation method and device, electronic equipment and storage medium | |
Spūdys et al. | Employment of digital twins for the implementation of energy audits | |
JP2017151731A (en) | Demand amount prediction program, demand amount prediction method, and information processor | |
CN117541289B (en) | Full-flow automatic pricing method, device, equipment and storage medium | |
CN118484580B (en) | BIM-based bridge state information analysis method and system |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination |