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- research-articleMay 2024
Analysis of the Effect between the Information Type on SNSs and User Attributes during Disaster
WWW '24: Companion Proceedings of the ACM Web Conference 2024Pages 1649–1656https://doi.org/10.1145/3589335.3652500In the event of a disaster, many people post a lot of information on SNS that promotes or inhibits action we designate this information "behavioral facilitation information". Such information is likely to have various effects on user behavior. A wide ...
- research-articleSeptember 2023
The Risk-Taking Software Engineer: A Framed Portrait
ICSE-NIER '23: Proceedings of the 45th International Conference on Software Engineering: New Ideas and Emerging ResultsPages 25–30https://doi.org/10.1109/ICSE-NIER58687.2023.00011Background: Risk-taking is prevalent in a host of activities performed by software engineers on a daily basis, yet there is scant research on it. Aims and Method: We study if software engineers' risk-taking is affected by framing effects and by ...
- research-articleDecember 2022
Measuring the Effect of Mental Health Chatbot Personality on User Engagement
MUM '22: Proceedings of the 21st International Conference on Mobile and Ubiquitous MultimediaPages 138–150https://doi.org/10.1145/3568444.3568464Artificial Intelligence is seen as humanity’s current best bet to solve the looming crisis in healthcare. Conversational Agents, or chatbots, rely on advances in AI and are increasingly investigated in the context of digital mental health care. Given ...
- short-paperOctober 2021
Personality Prediction with Cross-Modality Feature Projection
ICMI '21: Proceedings of the 2021 International Conference on Multimodal InteractionPages 758–762https://doi.org/10.1145/3462244.3479948In this paper, we propose an approach to predict customers’ personalities leveraging two modalities of customers’ data: (a) service usages logs of online services and (b) visual data collected in physical stores by surveillance cameras (e.g., gait and ...
- research-articleJanuary 2021
System based on interactive storytelling for visual psychometrics
Procedia Computer Science (PROCS), Volume 192, Issue CPages 4433–4440https://doi.org/10.1016/j.procs.2021.09.220AbstractThe article describes a system analysis, in the scope of conducting a personality assessment based on questionnaires and comparing it with choices made in the designed interactive story. As an effect, the authors propose an appropriate IT solution ...
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- research-articleNovember 2020
Tailoring Gamification for Adolescents: a Validation Study of Big Five and Hexad in Dutch
CHI PLAY '20: Proceedings of the Annual Symposium on Computer-Human Interaction in PlayPages 206–218https://doi.org/10.1145/3410404.3414267Gamification researchers deem adolescents a particularly interesting audience for tailored gamification. However, empirical validation of popular player typologies and personality trait models thus far has been limited to adults. As adolescents exhibit ...
- short-paperDecember 2020
Multimodal Self-Assessed Personality Prediction in the Wild
ICMI '20 Companion: Companion Publication of the 2020 International Conference on Multimodal InteractionPages 57–61https://doi.org/10.1145/3395035.3425260Personality is an essential human attribute, and plays an important role for personalization of face-to-face services that improves sales and customer satisfaction in a variety of different business domains. Most studies addressing personality ...
- research-articleOctober 2020
Impact of Personality on Nonverbal Behavior Generation
IVA '20: Proceedings of the 20th ACM International Conference on Intelligent Virtual AgentsArticle No.: 29, Pages 1–8https://doi.org/10.1145/3383652.3423908To realize natural-looking virtual agents, one key technical challenge is to automatically generate nonverbal behaviors from spoken language. Since nonverbal behavior varies depending on personality, it is important to generate these nonverbal behaviors ...
- research-articleJuly 2020
What's in a User? Towards Personalising Transparency for Music Recommender Interfaces
UMAP '20: Proceedings of the 28th ACM Conference on User Modeling, Adaptation and PersonalizationPages 173–182https://doi.org/10.1145/3340631.3394844We have become increasingly reliant on recommender systems to help us make decisions in our daily live. As such, it is becoming essential to explain to users how these systems reason to enable them to correct system assumptions and to trust the system. ...
- research-articleJune 2019
Predicting Advertising Appeal from Receiver's Psychological Traits and Ad Design Features
UMAP'19 Adjunct: Adjunct Publication of the 27th Conference on User Modeling, Adaptation and PersonalizationPages 45–49https://doi.org/10.1145/3314183.3324979This paper studies an approach for predicting an individual's perception of the advertising appeal of ad design. Although previous research has shown that people perceive an ad as more appealing when its design matches their psychological traits, the ...
- posterDecember 2018
Personality, culture and password behavior: a relationship study
AfriCHI '18: Proceedings of the Second African Conference for Human Computer Interaction: Thriving CommunitiesArticle No.: 36, Pages 1–4https://doi.org/10.1145/3283458.3283530Culture - an aggregation of people's location, language, tribe and economic activities might have a role to play in the security decisions of users. Culture in this context is even more relevant in most African societies as there are many ethnic groups. ...
- research-articleOctober 2018
Predicting the learner's personality from educational data using supervised learning
SITA'18: Proceedings of the 12th International Conference on Intelligent Systems: Theories and ApplicationsArticle No.: 19, Pages 1–7https://doi.org/10.1145/3289402.3289519Differences in the learners' personality have an impact on their learning outcomes and achievements. Therefore, there is a need to automatically predict and identify their personalities in an unobtrusive way, and build the learner model accordingly. In ...
- research-articleNovember 2017
Google now is for the extraverted, cortana for the introverted: investigating the influence of personality on IPA preference
OzCHI '17: Proceedings of the 29th Australian Conference on Computer-Human InteractionPages 257–265https://doi.org/10.1145/3152771.3152799Intelligent Personal Assistants (IPAs) have become a mainstream product and often show a high level of variance in terms of their interaction philosophy. For example, Google's Now has no personality at all, whereas personality plays a strong part in the ...
- research-articleJuly 2017
The Influence of Personality on Mobile Web Credibility
UMAP '17: Adjunct Publication of the 25th Conference on User Modeling, Adaptation and PersonalizationPages 53–58https://doi.org/10.1145/3099023.3099074Research has shown that the perceived credibility of a website is critical to its success. However, little is known about how individual differences influence this important factor of web design. In this paper, we investigate how personality traits ...
- research-articleFebruary 2017
Beyond the Words: Predicting User Personality from Heterogeneous Information
WSDM '17: Proceedings of the Tenth ACM International Conference on Web Search and Data MiningPages 305–314https://doi.org/10.1145/3018661.3018717An incisive understanding of user personality is not only essential to many scientific disciplines, but also has a profound business impact on practical applications such as digital marketing, personalized recommendation, mental diagnosis, and human ...
- research-articleSeptember 2016
Gray Sheep, Influential Users, User Modeling and Recommender System Adoption by Startups
RecSys '16: Proceedings of the 10th ACM Conference on Recommender SystemsPages 443–446https://doi.org/10.1145/2959100.2959103This proposed thesis work explores two research areas in the domain of Recommender Systems [RS] , algorithms and their real world applications. First is related to identification of Gray Sheep [GS] users and Influential Users [IU] in any system using ...
- demonstrationMarch 2013
PersonalityViz: a visualization tool to analyze people's personality with social media
IUI '13 Companion: Proceedings of the companion publication of the 2013 international conference on Intelligent user interfaces companionPages 45–46https://doi.org/10.1145/2451176.2451191This paper presents an interactive visualization tool, PersonalityViz, to help people understand their personality traits derived from social media. The system uses the Linguistic Inquiry and Word Count (LIWC) text analysis tool and LIWC/Big Five ...
- research-articleOctober 2012
Multimodal recognition of personality traits in human-computer collaborative tasks
ICMI '12: Proceedings of the 14th ACM international conference on Multimodal interactionPages 39–46https://doi.org/10.1145/2388676.2388687The user's personality in Human-Computer Interaction (HCI) plays an important role for the overall success of the interaction. The present study focuses on automatically recognizing the Big Five personality traits from 2-5 min long videos, in which the ...
- research-articleJune 2012
System Personality and Persuasion in Human-Computer Dialogue
ACM Transactions on Interactive Intelligent Systems (TIIS), Volume 2, Issue 2Article No.: 12, Pages 1–27https://doi.org/10.1145/2209310.2209315The human-computer dialogue research field has been studying interaction with computers since the early stage of Artificial Intelligence, however, research has often focused on very practical tasks to be completed with the dialogues. A new trend in the ...
- research-articleNovember 2011
Please, tell me about yourself: automatic personality assessment using short self-presentations
ICMI '11: Proceedings of the 13th international conference on multimodal interfacesPages 255–262https://doi.org/10.1145/2070481.2070528Personality plays an important role in the way people manage the images they convey in self-presentations and employment interviews, trying to affect the other"s first impressions and increase effectiveness. This paper addresses the automatically ...