Human-Computer Interaction Initiative @ HKUST

Human-Computer Interaction Initiative @ HKUST

2023

Teaser image of Exploring the Effects of Event-induced Sudden Influx of Newcomers to Online Pop Music Fandom Communities: Content, Interaction, and Engagement.

Exploring the Effects of Event-induced Sudden Influx of Newcomers to Online Pop Music Fandom Communities: Content, Interaction, and Engagement.

Guo, Q., Shi, C., Yin, Z., Liu, C., and Ma, X.

In Proceedings of the ACM on Human-Computer Interaction, 7, CSCW2

URL

Teaser image of Care Workers' Wellbeing in Data-Driven Healthcare Workplace: Identity, Agency, and Social Justice.

Care Workers' Wellbeing in Data-Driven Healthcare Workplace: Identity, Agency, and Social Justice.

Sun, Y., Ma, X., Lindtner, S., and He, L.

In Proceedings of the ACM on Human-Computer Interaction, 7, CSCW1

URL

Teaser image of CriTrainer: An Adaptive Training Tool for Critical Paper Reading.

CriTrainer: An Adaptive Training Tool for Critical Paper Reading.

Yuan, K., Lin, H., Cao, S., Peng, Z., Guo, Q., and Ma, X.

In Proceedings of Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST'23)

URL

Teaser image of Storyfier: Exploring Vocabulary Learning Support with Text Generation Models.

Storyfier: Exploring Vocabulary Learning Support with Text Generation Models.

Peng, Z., Wang, X., Han, Q., Zhu, J., Ma, X., and Qu, H.

In Proceedings of Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST'23)

URL

Teaser image of Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making.

Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making.

Ma, S., Lei, Y., Wang, X., Zheng, C., Shi, C., Yin, M. and Ma, X.

In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI'23)

URL

Teaser image of Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making.

Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making.

Zheng, C., Wu, Y., Shi, C., Ma, S., Luo, J. and Ma, X.

In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI'23)

URL

Teaser image of CoArgue: Fostering Lurkers’ Contribution to Collective Arguments in Community-based QA Platforms.

CoArgue: Fostering Lurkers’ Contribution to Collective Arguments in Community-based QA Platforms.

Liu, C., Zhou, S., Liu, D., Li, J., Huang, Z. and Ma, X.

In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI'23)

URL

Teaser image of What Makes Creators Engage with Online Critiques? Understanding the Role of Artifacts’ Creation Stage, Characteristics of Community Comments, and their Interactions.

What Makes Creators Engage with Online Critiques? Understanding the Role of Artifacts’ Creation Stage, Characteristics of Community Comments, and their Interactions.

Guo, Q., Zhang, C., Lyu, H., Peng, Z. and Ma, X.

In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI'23)

URL

Teaser image of RetroLens: A Human-AI Collaborative System for Multi-step Retrosynthetic Route Planning.

RetroLens: A Human-AI Collaborative System for Multi-step Retrosynthetic Route Planning.

Shi, C., Hu, Y., Wang, S., Ma, S., Zheng, C., Ma, X. and Luo, Q.

In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI'23)

URL

Teaser image of PopBlends: Strategies for Conceptual Blending with Large Language Models.

PopBlends: Strategies for Conceptual Blending with Large Language Models.

Wang, S., Petridis, S., Kwon, T., Ma, X. & Chilton, L.B.

In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI'23)

URL

Teaser image of IntimaSea: Exploring Shared Stress Display in Close Relationships.

IntimaSea: Exploring Shared Stress Display in Close Relationships.

Jiang, Y., Ding, X., Ma, X., Sun, Z., & Gu, N.

In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI'23)

URL

2022

Teaser image of Modeling Adaptive Expression of Robot Learning Engagement and Exploring its Effects on Human Teachers.

Modeling Adaptive Expression of Robot Learning Engagement and Exploring its Effects on Human Teachers.

Ma, S., Sun, M., and Ma, X.

In ACM Transactions on Computer-Human Interaction (TOCHI)

URL

Teaser image of Metaphoraction: Support Gesture-based Interaction Design with Metaphorical Meanings.

Metaphoraction: Support Gesture-based Interaction Design with Metaphorical Meanings.

Sun, Z., Wang, S., Liu, C., and Ma, X.

In ACM Transactions on Computer-Human Interaction (TOCHI)

URL

Teaser image of CReBot: Exploring interactive question prompts for critical paper reading.

CReBot: Exploring interactive question prompts for critical paper reading.

Peng, Z., Liu, Y., Zhou, H., Xu, Z., and Ma, X.

In International Journal of Human - Computer Studies (IJHCS)

URL DOI

Teaser image of Mobilizing Instrumental Childcare Support for Postpartum Mothers: Needs for and Barriers to Infant-centric Family Informatics Practices in Hong Kong.

Mobilizing Instrumental Childcare Support for Postpartum Mothers: Needs for and Barriers to Infant-centric Family Informatics Practices in Hong Kong.

Ko, M. C., & Ma, X.

In Proceedings of the ACM on Human-Computer Interaction

URL

Teaser image of Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews.

Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews.

Zhu, Q., Lo, L. Y. H., Xia, M., Chen, Z., & Ma, X.

In Proceedings of the ACM on Human-Computer Interaction

URL

Teaser image of Persua: A visual interactive system to enhance the persuasiveness of arguments in online discussion.

Persua: A visual interactive system to enhance the persuasiveness of arguments in online discussion.

Xia, M., Zhu, Q., Wang, X., Nie, F., Qu, H., & Ma, X.

In Proceedings of the ACM on Human-Computer Interaction

URL

Teaser image of PlanHelper: Supporting Activity Plan Construction with Answer Posts in Community-based QA Platforms.

PlanHelper: Supporting Activity Plan Construction with Answer Posts in Community-based QA Platforms.

Liu, C., Huang, Z., Liu, D., Zhou, S., Peng, Z., & Ma, X.

In Proceedings of the ACM on Human-Computer Interaction

URL

Teaser image of What Do Users Think of Promotional Gamification Schemes? A Qualitative Case Study in a Question Answering Website.

What Do Users Think of Promotional Gamification Schemes? A Qualitative Case Study in a Question Answering Website.

Hadi Mogavi, R., Zhang, Y., Haq, E. U., Wu, Y., Hui, P., & Ma, X.

In Proceedings of the ACM on Human-Computer Interaction

URL

Teaser image of More Gamification Is Not Always Better: A Case Study of Promotional Gamification in a Question Answering Website. Proceedings of the ACM on Human-Computer Interaction, 6(CSCW2), Article 452, 32 pages.

More Gamification Is Not Always Better: A Case Study of Promotional Gamification in a Question Answering Website. Proceedings of the ACM on Human-Computer Interaction, 6(CSCW2), Article 452, 32 pages.

Hadi Mogavi, R., Haq, E. U., Gujar, S., Hui, P., & Ma, X.

In Proceedings of the ACM on Human-Computer Interaction

URL

Teaser image of MedChemLens: An Interactive Visual Tool to Support Direction Selection in Interdisciplinary Experimental Research of Medicinal Chemistry.

MedChemLens: An Interactive Visual Tool to Support Direction Selection in Interdisciplinary Experimental Research of Medicinal Chemistry.

Shi, C., Nie, F., Hu, Y., Xu, Y., Chen, L., Ma, X., & Luo, Q.

In IEEE Transactions on Visualization and Computer Graphics (TVCG)

URL

Teaser image of RankAxis: Towards a Systematic Combination of Projection and Ranking in Multi-Attribute Data Exploration.

RankAxis: Towards a Systematic Combination of Projection and Ranking in Multi-Attribute Data Exploration.

Liu, Q., Ren, Y., Zhu, Z., Li, D., Ma, X., & Li, Q.

In IEEE Transactions on Visualization and Computer Graphics (TVCG)

URL

Teaser image of PromotionLens: Inspecting Promotion Strategies of Online E-commerce via Visual Analytics.

PromotionLens: Inspecting Promotion Strategies of Online E-commerce via Visual Analytics.

Zhang, C., Wang, X., Zhao, C., Ren, Y., Zhang, T., Peng, Z., Fan, X., Ma, X. and Li, Q.

In IEEE Transactions on Visualization and Computer Graphics (TVCG)

URL

Teaser image of Understanding and Modeling Viewers’ First Impressions with Images in Online Medical Crowdfunding Campaigns

Understanding and Modeling Viewers’ First Impressions with Images in Online Medical Crowdfunding Campaigns

Guo, Q., Zhou, S., Wu, Y., Peng, Z., & Ma, X.

In Proc. CHI2022

URL

Teaser image of Glancee: An Adaptable System for Instructors to Grasp Student Learning Status in Synchronous Online Classes

Glancee: An Adaptable System for Instructors to Grasp Student Learning Status in Synchronous Online Classes

Ma, S., Zhou, T., Nie, F., & Ma, X.

In Proc. CHI2022

URL

Teaser image of How to Save Lives with Microblogs? Lessons From the Usage of Weibo for Requests for Medical Assistance During COVID-19

How to Save Lives with Microblogs? Lessons From the Usage of Weibo for Requests for Medical Assistance During COVID-19

Yang, W., Wu, Z., Mok, N. Y., & Ma, X.

In Proc. CHI2022

URL

Teaser image of A Personalized Visual Aid for Selections of Appearance Building Products with Long-term Effects

A Personalized Visual Aid for Selections of Appearance Building Products with Long-term Effects

Shi, C., Jiang, Z., Ma, X., & Luo, Q.

In Proc. CHI2022

URL

Teaser image of Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work

Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work

Zheng, C., Wang, D., Wang, A. Y., & Ma, X.

In Proc. CHI2022

URL

Teaser image of TalkTive: A Conversational Agent Using Backchannels to Engage Older Adults in Neurocognitive Disorders Screening

TalkTive: A Conversational Agent Using Backchannels to Engage Older Adults in Neurocognitive Disorders Screening

Ding, Z., Kang, J., HO, T. O. T., Wong, K. H., Fung, H. H., Meng, H., & Ma, X.

In Proc. CHI2022

URL

Teaser image of RoleSeer: Understanding Informal Social Role Changes in MMORPGs via Visual Analytics

RoleSeer: Understanding Informal Social Role Changes in MMORPGs via Visual Analytics

Xie, L., Wu, Z., Xu, P., Li, W., Ma, X., & Li, Q.

In Proc. CHI2022

URL

Teaser image of Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization

Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization

Zhao, Z., Hou, Y., Wang, D., Yu, Mo., Liu, C., and Ma, X.

In Proc. ACL2022

URL

Teaser image of Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension

Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension

Xu, Y., Wang, D., Yu, M., Ritchie, D., Yao, B., Wu, T., Zhang, Z., Li, T., Bradford, N., Sun, B., Hoang, T., Sang, Y., Hou, Y., Ma, X., Yang, D., Peng, N., Yu, Z., and Warschauer, M.

In Proc. ACL2022

URL

Teaser image of Know it to Defeat it: Exploring Health Rumor Characteristics and Debunking Efforts on Chinese Social Media during COVID-19 Crisis

Know it to Defeat it: Exploring Health Rumor Characteristics and Debunking Efforts on Chinese Social Media during COVID-19 Crisis

Yang, W., Wang, S., Peng, Z., Shi, C., Ma, X., & Yang, D.

In Proc. AAAI ICWSM2022

PDF

Teaser image of When Gamification Spoils Your Learning: A Qualitative Case Study of Gamification Misuse in a Language-Learning App

When Gamification Spoils Your Learning: A Qualitative Case Study of Gamification Misuse in a Language-Learning App

Hadi Mogavi, R., Guo, B., Zhang, Y., Haq, E. U., Hui, P., & Ma, X.

In Proc. ACM L@S2022

PDF

Teaser image of Exploring the Effects of Self-Mockery to Improve Task-Oriented Chatbot's Social Intelligence

Exploring the Effects of Self-Mockery to Improve Task-Oriented Chatbot's Social Intelligence

Liu, C., Zhou, S., Zhang, Y., Liu, D., Peng, Z., and Ma, X.

In Proc. ACM DIS2022

Teaser image of The Crafts+Fabrication Workshop: Engaging Students with Intangible Cultural Heritage-Oriented Creative Design

The Crafts+Fabrication Workshop: Engaging Students with Intangible Cultural Heritage-Oriented Creative Design

ZLu, Z., Tan, P., Ji, Y., and Ma, X.

In Proc. ACM DIS2022

Teaser image of Evaluating the Effect of Enhanced Text-Visualization Integration on Combating Misinformation in Data Story

Evaluating the Effect of Enhanced Text-Visualization Integration on Combating Misinformation in Data Story

Zheng., C. and Ma, X.

In Proc. IEEE PacificVis2022

URL

2021

Teaser image of Inspecting the Running Process of Horizontal Federated Learning via Visual Analytics.

Inspecting the Running Process of Horizontal Federated Learning via Visual Analytics.

Li, Q., Wei, X., Lin, H., Liu, Y., Chen, T., and Ma, X.

In IEEE Transactions on Visualization and Computer Graphics (TVCG)

URL

Teaser image of Investigating the Effects of Robot Engagement Communication on Learning from Demonstration.

Investigating the Effects of Robot Engagement Communication on Learning from Demonstration.

Sun, M., Peng, Z., Xia, M. and Ma, X.

In International Journal of Social Robotics

PDF

Teaser image of Characterizing Student Engagement Moods for Dropout Prediction in Question Pool Websites.

Characterizing Student Engagement Moods for Dropout Prediction in Question Pool Websites.

Mogavi, R.H., Ma, X., and Hui, P.

In Proc. ACM Hum.-Comput. Interact

URL DOI

Teaser image of CASS: Towards Building a Social-Support Chatbot for Online Health Community.

CASS: Towards Building a Social-Support Chatbot for Online Health Community.

Wang, L., Wang, D., Tian, F., Peng, Z., Fan, X., Zhang, Z., Ma, S., Yu, M., Ma, X., and Wang, H.

In Proc. ACM Hum.-Comput. Interact

URL DOI

Teaser image of Designing an Artificial Agent for Cognitive Apprenticeship Learning of Elevator Pitch in Virtual Reality.

Designing an Artificial Agent for Cognitive Apprenticeship Learning of Elevator Pitch in Virtual Reality.

Zhao, Z. and Ma, X.

In IEEE Transactions on Cognitive and Developmental Systems (TCDS)

URL

Teaser image of Effects of Support-Seekers’ Community Knowledge on Their Expressed Satisfaction with the Received Comments in Mental Health Communities

Effects of Support-Seekers’ Community Knowledge on Their Expressed Satisfaction with the Received Comments in Mental Health Communities

Peng, Z., Ma, X., Yang, D., Tsang, K.W., and Guo, Q.

In Proc. CHI2021

URL DOI

Teaser image of MetaMap: Supporting Visual Metaphor Ideation through Multi-dimensional Example-based Exploration

MetaMap: Supporting Visual Metaphor Ideation through Multi-dimensional Example-based Exploration

Kang, Y.*, Sun, Z.*, Wang, S., Huang, Z., Wu, Z., and Ma, X.

In Proc. CHI2021

URL DOI

Teaser image of Hybrid Paper-Digital Interfaces: A Systematic Literature Review

Hybrid Paper-Digital Interfaces: A Systematic Literature Review

Han, F.*, Cheng, Y.*, Strachan, M., and Ma, X.

In Proc. Designing Interactive Systems (DIS) 2021

Teaser image of Exploring Designers’ Practice of Online Example Management for Supporting Mobile UI Design

Exploring Designers’ Practice of Online Example Management for Supporting Mobile UI Design

Wu, Z.*, Xu, Q.*, Liu, Y.*, Peng, Z., Xu, Y., and Ma, X.

In Proc. ACM International Conference on Mobile Human-Computer Interaction (MobileHCI) 2021

Teaser image of Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games

Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games

Zhao, Z., Sun, M., and Ma, X.

In Proc. ACL Workshop on Meta Learning for NLP (MetaNLP)

Teaser image of Meta-learning for Task-oriented Household Text Games

Meta-learning for Task-oriented Household Text Games

Zhao, Z. and Ma, X.

In Proc. ACL Workshop on Meta Learning for NLP (MetaNLP)

Teaser image of Student Barriers to Active Learning in Synchronous Online Classes: Characterization, Reflections, and Suggestions

Student Barriers to Active Learning in Synchronous Online Classes: Characterization, Reflections, and Suggestions

Mogavi, R.H., Zhao, Y., Haq, E.U., Hui, P. and Ma, X.

In Proc. Learning at Scale (L@Scale) 2021

2020

Teaser image of QLens: Visual Analytics of Multi-step Problem-solving Behaviors for Improving Question Design.

QLens: Visual Analytics of Multi-step Problem-solving Behaviors for Improving Question Design.

Xia, M., Velumani, P., Xu, P., Wang, Y., Qu, H., and Ma, X.

In IEEE Transactions on Visualization and Computer Graphics (TVCG)

PDF

Teaser image of Fostering Engagement in Technology-Mediated Stress Management: A Comparative Study of Biofeedback Designs.

Fostering Engagement in Technology-Mediated Stress Management: A Comparative Study of Biofeedback Designs.

Sun, Z., Reani, M., Li, Q., and Ma, X.

In International Journal of Human-Computer Studies (IJHCS)

URL

Teaser image of Sparse Mobile Crowdsensing with Differential and Distortion Location Privacy.

Sparse Mobile Crowdsensing with Differential and Distortion Location Privacy.

Wang, L., Zhang, D., Yang, D., Lim, B.Y., Han, X., and Ma, X.

In IEEE Transactions on Information Forensics & Security

URL

Teaser image of Exploring the Effects of Technological Writing Assistance for Support Providers in Online Mental Health Community

Exploring the Effects of Technological Writing Assistance for Support Providers in Online Mental Health Community

Peng, Z., Guo, Q., Tsang, K.W., and Ma, X.

In Proc. CHI2020

PDF

Teaser image of Predicting and Diagnosing User Engagement with Mobile UI Animation via a Data-Driven Approach

Predicting and Diagnosing User Engagement with Mobile UI Animation via a Data-Driven Approach

Wu, Z., Jiang, Y., Liu, Y., and Ma, X.

In Proc. CHI2020

PDF

Teaser image of ARchitect: Building Interactive Virtual Experiences from Physical Affordances by Bringing Human-in-the-Loop

ARchitect: Building Interactive Virtual Experiences from Physical Affordances by Bringing Human-in-the-Loop

Lin, C., Cheng, T.Y., and Ma, X.

In Proc. CHI2020

PDF

Teaser image of RestoreVR: Generating Embodied Knowledge and Situated Experience of Dunhuang Mural Conservation via Interactive Virtual Reality

RestoreVR: Generating Embodied Knowledge and Situated Experience of Dunhuang Mural Conservation via Interactive Virtual Reality

Fu, X., Zhu, Y., Xiao, Z., Xu, Y., and Ma, X.

In Proc. CHI2020

PDF

Teaser image of MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon

MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon

Li, Q., Lin, H., Wei, X., Huang, Y., Fan, L., Du, J., Ma., X., Chen, T.

In Proc. CHI2020

PDF

Teaser image of VoiceCoach: Interactive Evidence-based Training for Voice Modulation Skills in Public Speaking

VoiceCoach: Interactive Evidence-based Training for Voice Modulation Skills in Public Speaking

Wang, X., Zeng, H., Wang, Y., Wu, A., Sun, Z., Ma, X., and Qu, H.

In Proc. CHI2020

PDF

Teaser image of EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding

EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding

Shi, Y., Cao, N., Ma., X., Chen, S., and Liu, P.

In Proc. CHI2020

PDF

Teaser image of Getting the Healthcare We Want: the Use of Online

Getting the Healthcare We Want: the Use of Online "Ask the Doctor" Platforms in Practice

Ding, X., Gui, X., Ma., X., Ding, Z., and Chen, Y.

In Proc. CHI2020 (Honourable Mention Award)

PDF

Teaser image of Understanding User Perceptions of Robot's Delay, Voice Quality-Speed Trade-off and GUI during Conversation

Understanding User Perceptions of Robot's Delay, Voice Quality-Speed Trade-off and GUI during Conversation

Peng, Z., Mo, K., Zhu, X., Chen, J., Chen, Z., Xu, Q., and Ma, X.

In Proc. CHI2020 EA

PDF

Teaser image of SeqDynamics: Visual Analytics for Evaluating Online Problem-solving Dynamics

SeqDynamics: Visual Analytics for Evaluating Online Problem-solving Dynamics

Xia, M., Xu, M., Cheng, T., Lin, C., Qu, H., and Ma, X.

In Proc. EuroVis2020

PDF

Teaser image of

"A Postcard from Your Food Journey in the Past": Promoting Self-Reflection on Social Food Posting

Sun, Z., Wang, S., Yang, W., Yürüten, O, Shi, C., and Ma, X.

In Proc. DIS2020

PDF

Teaser image of Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization

Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization

Zhao, Z, Papalexakis, E., and Ma, X.

In Proc. EMNLP 2020

PDF

Teaser image of Using Information Visualization to Promote Students’ Reflection on “Gaming the system” in Online Learning

Using Information Visualization to Promote Students’ Reflection on “Gaming the system” in Online Learning

Xia, M., Asano, Y., Williams, J.J., Qu, H., and Ma, X.

In Proc. Learning at Scale (L@S2020)

PDF

Teaser image of A Visual Analytics Approach to Scheduling Customized Shuttle Buses via Perceiving Passengers' Travel Demands

A Visual Analytics Approach to Scheduling Customized Shuttle Buses via Perceiving Passengers' Travel Demands

Liu, Q., Li, Q., Tang, C., Lin, H., Ma, X., and Chen, T.

In Proc. IEEE VIS 2020 Short Paper

PDF

Teaser image of Situated Learning of Soft Skills with an Interactive Agent in Virtual Reality via Multimodal Feedback

Situated Learning of Soft Skills with an Interactive Agent in Virtual Reality via Multimodal Feedback

Zhao, Z. and Ma, X.

In Proc. UIST 2020 EA

PDF

2019

Teaser image of Love in Lyrics: An Exploration of Supporting Textual Manifestation of Affection in Social Messaging.

Love in Lyrics: An Exploration of Supporting Textual Manifestation of Affection in Social Messaging.

Kim, T., Lee, J., Peng, Z., and Ma, X.

In Proc. ACM Hum.-Comput. Interact. 3, CSCW, Article 79 (November 2019), 27 pages

PDF

Teaser image of Ridesharing Car Detection by Transfer Learning.

Ridesharing Car Detection by Transfer Learning.

Wang, L., Geng, X., Ke, J., Peng, C., Ma, X., Zhang, D., and Yang, Q.

In Artificial Intelligence

URL

Teaser image of DataShot: Automatic Generation of Fact Sheets from Tabular Data.

DataShot: Automatic Generation of Fact Sheets from Tabular Data.

Wang, Y.*, Sun, Z.*, Zhang, H., Cui, W., Xu, K., Ma, X., Zhang, D.

In IEEE Transactions on Visualization and Computer Graphics (TVCG)

PDF

Teaser image of ShadowPlay2.5D: A 360-Degree Video Authoring Tool for Immersive Appreciation of Classical Chinese Poetry.

ShadowPlay2.5D: A 360-Degree Video Authoring Tool for Immersive Appreciation of Classical Chinese Poetry.

Zhao, Z. and Ma, X.

In ACM Journal on Computing and Cultural Heritage (JOCCH)

URL

Teaser image of Gender Profiling from a Single Snapshot of Apps Installed on a Smartphone: An Empirical Study.

Gender Profiling from a Single Snapshot of Apps Installed on a Smartphone: An Empirical Study.

Zhao, S., Xu, Y., Ma, X., Jiang, Z., Luo, Z., Li, S., Yang, L.T., Dey, A., and Pan, G.

In IEEE Transactions on Industrial Informatics

PDF

Teaser image of

Li, Q., Wu, Z., Qu, H., and Ma, X.

In Co-design of an Interactive Analytics System for Multiplayer Online Battle Arena Game Occurrences

Teaser image of Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach

Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach

Zhao, Z. and Ma, X.

In Proc. EMNLP-IJCNLP 2019

PDF

Teaser image of Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition

Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition

Zhao, Z., Cattle, A., Papalexakis, E., and Ma, X.

In Proc. EMNLP-IJCNLP 2019

PDF

Teaser image of Adversarial Imitation Learning from Incomplete Demonstrations

Adversarial Imitation Learning from Incomplete Demonstrations

Sun, M. and Ma, X.

In Proc. IJCAI2019

PDF

Teaser image of Cross-City Transfer Learning for Deep Spatio-Temporal Prediction

Cross-City Transfer Learning for Deep Spatio-Temporal Prediction

Wang, L., Geng, X., Ma, X., Liu, F., and Yang, Q.

In Proc. IJCAI2019

PDF

Teaser image of Design and Evaluation of Service Robot’s Proactivity in Decision-Making Support Process

Design and Evaluation of Service Robot’s Proactivity in Decision-Making Support Process

Peng, Z., Kwon, Y., Lu, J., Wu, Z., and Ma, X.

In Proc. CHI2019

PDF

Teaser image of Understanding and Modeling User-Perceived Brand Personality from Mobile Application UIs

Understanding and Modeling User-Perceived Brand Personality from Mobile Application UIs

Wu, Z., Kim, T., Li, Q., and Ma, X.

In Proc. CHI2019

PDF

Teaser image of PeerLens: Peer-inspired Interactive Learning Path Planning in Online Question Pool

PeerLens: Peer-inspired Interactive Learning Path Planning in Online Question Pool

Xia, M., Sun, M., Wei, H., Chen, Q., Wang, Y., Shi, L., Qu, H., and Ma., X.

In Proc. CHI2019

PDF

Teaser image of Exploring Perceived Emotional Intelligence of Personality-Driven Virtual Agents in Handling User Challenges

Exploring Perceived Emotional Intelligence of Personality-Driven Virtual Agents in Handling User Challenges

Ma, X.*, Yang, E.*, and Fung, P.

In Proc. WWW2019

PDF

Teaser image of Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective

Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective

Trimponias, G.*, Ma, X.*, and Yang, Q.

In Proc. WWW2019

PDF

Teaser image of An AR Benchmark System for Indoor Planar Object Tracking

An AR Benchmark System for Indoor Planar Object Tracking

Wu, Z.*, Guo, J.*, Zhang, S., Zhao, C. and Ma, X.

In 2019 IEEE International Conference on Multimedia and Expo (ICME)

PDF

Teaser image of GremoBot: Exploring Emotion Regulation in Group Chat

GremoBot: Exploring Emotion Regulation in Group Chat

Peng, Z., Kim, T., and Ma, X.

In Conference Companion Publication of CSCW2019

PDF

2018

Teaser image of WeSeer: Visual Analysis for Better Information Cascade Prediction of WeChat Articles.

WeSeer: Visual Analysis for Better Information Cascade Prediction of WeChat Articles.

Li, Q., Yi, L., Njotoprawiro, K.S., Qu, H., and Ma, X.

In IEEE Transactions on Visualization and Computer Graphics (TVCG)

PDF

Teaser image of Professional Medical Advice at your Fingertips: An empirical study of an online

Professional Medical Advice at your Fingertips: An empirical study of an online "Ask the Doctor" Platform.

Ma, X., Gui, X., Fan, J., Zhao, M., Chen, Y., and Zheng, K.

In Proc. ACM Hum.-Comput. Interact. 2, CSCW

PDF

Teaser image of Mediating Color Filter Exploration with Color Theme Semantics Derived from Social Curation Data.

Mediating Color Filter Exploration with Color Theme Semantics Derived from Social Curation Data.

Wu, Z., Sun, Z., Kim, T., Reani, M., Jay, C., and Ma, X.

In Proc. ACM Hum.-Comput. Interact. 2, CSCW

PDF

Teaser image of Storytelling and Visualization: An Extended Survey.

Storytelling and Visualization: An Extended Survey.

Tong, C., Roberts, R., Borgo, R., Walton, S., Laramee, R.S., Wegba, K., Lu, A., Wang, Y., Qu, H., Luo, Q., and Ma, X.

In Information

URL

Teaser image of Eyes-Free Target Acquisition in Interaction Space around the Body for Virtual Reality

Eyes-Free Target Acquisition in Interaction Space around the Body for Virtual Reality

Yan, Y., Yu, C., Ma, X., Huang, S., Iqbal, H., and Shi, Y.

In Proc. CHI2018

PDF

Teaser image of VirtualGrasp: Leveraging Experience of Interacting with Physical Objects to Facilitate Digital Object Retrieval

VirtualGrasp: Leveraging Experience of Interacting with Physical Objects to Facilitate Digital Object Retrieval

Yan, Y., Yu, C., Ma, X., Yi, X., Ke, S., and Shi, Y.

In Proc. CHI2018

PDF

Teaser image of EmbeddingVis: A Visual Analytics Approach to Comparative Network Embedding Inspection

EmbeddingVis: A Visual Analytics Approach to Comparative Network Embedding Inspection

Li, Q., Njotoprawiro, K.S., Haleem, H., Chen, Q., Yi, C., and Ma, X.

In Proc. IEEE VAST2018

PDF

Teaser image of Geographic Differential Privacy for Mobile Crowd Coverage Maximization

Geographic Differential Privacy for Mobile Crowd Coverage Maximization

Wang, L., Qin, G., Yang, D., Han, X., and Ma, X.

In Proc. AAAI2018

PDF

Teaser image of Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation

Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation

Bahng, H., Yoo, S., Cho, W., Park, D. K., Wu, Z., Ma, X., & Choo, J.

In Proc. ECCV2018

Teaser image of A Multi-Phased Co-design of an Interactive Analytics System for MOBA Game Occurrences

A Multi-Phased Co-design of an Interactive Analytics System for MOBA Game Occurrences

Li, Q., Wu, Z., Xu, P., Qu, H., and Ma, X.

In Proc. DIS2018

Teaser image of Recognizing Humour using Word Associations and Humour Anchor Extraction

Recognizing Humour using Word Associations and Humour Anchor Extraction

Cattle, A. and Ma, X.

In Proc. COLING2018

PDF

Teaser image of Exploring the Effects of Scale in Augmented Reality-Empowered Visual Analytics

Exploring the Effects of Scale in Augmented Reality-Empowered Visual Analytics

Sun, Z., Han, F., and Ma, X.

In Proc. CHI2018 EA

Teaser image of Designing Emotional Expressions of Conversational States for Voice Assistants: Modality and Engagement

Designing Emotional Expressions of Conversational States for Voice Assistants: Modality and Engagement

Shi, Y., Yan, X. Ma, X., Lou, Y., and Cao, N.

In Proc. CHI2018 EA

2017

Teaser image of A Visual Analytics Approach for Understanding Reasons behind Snowballing and Comeback in MOBA Games.

A Visual Analytics Approach for Understanding Reasons behind Snowballing and Comeback in MOBA Games.

Li, Q., Xu, P., Chan, Y. Y., Wang, Y., Wang, Z., Qu, H., and Ma, X.

In IEEE Transactions on Visualization and Computer Graphics (TVCG)

PDF

Teaser image of

Marcus, A., Kurosu, M., Ma, X., Hashizume, A.

In Cuteness Engineering: Designing Adorable Products and Services

Teaser image of Sensing and Handling Engagement Dynamics in Human-Robot Interaction Involving Peripheral Computing Devices

Sensing and Handling Engagement Dynamics in Human-Robot Interaction Involving Peripheral Computing Devices

Sun, M., Zhao, Z., and Ma, X.

In Proc. CHI2017

PDF

Teaser image of ViVo: Video-Augmented Dictionary for Vocabulary Learning

ViVo: Video-Augmented Dictionary for Vocabulary Learning

Zhu, Y., Wang, Y., Yu, C., Shi, S., Zhang, Y., He, S., Zhao, P., Ma, X., and Shi, Y.

In Proc. CHI2017

PDF

Teaser image of Video-based Evanescent, Anonymous, Asynchronous Social Interaction: Motivation and Adaption to Medium

Video-based Evanescent, Anonymous, Asynchronous Social Interaction: Motivation and Adaption to Medium

Ma, X. and Cao, N.

In Proc. CSCW2017

PDF

Teaser image of Attention, Comprehension, Execution: Effects of Different Designs of Biofeedback Display

Attention, Comprehension, Execution: Effects of Different Designs of Biofeedback Display

Sun, Z., Cao, N., and Ma, X.

In Proc. CHI2017 EA

Teaser image of Money as a Social Currency to Manage Group Dynamics: Red Packet Gifting in Chinese Online Communities

Money as a Social Currency to Manage Group Dynamics: Red Packet Gifting in Chinese Online Communities

Wu, Z. and Ma, X.

In Proc. CHI2017 EA

Teaser image of Perceived Emotional Intelligence in Virtual Agents

Perceived Emotional Intelligence in Virtual Agents

Yang, Y., Ma, X., and Fung, P.

In Proc. CHI2017 EA

Teaser image of Exploring the Effects of Strategy and Arousal of Cueing in Computer-Human Persuasion

Exploring the Effects of Strategy and Arousal of Cueing in Computer-Human Persuasion

Zhu, F., Fang, K., and Ma, X.

In Proc. CHI2017 EA

Teaser image of Location Privacy-Preserving Task Allocation for Mobile Crowdsensing with Differential Geo-Obfuscation

Location Privacy-Preserving Task Allocation for Mobile Crowdsensing with Differential Geo-Obfuscation

Wang, L., Yang, D., Han, X., Wang, T., Zhang, D., and Ma., X.

In Proc. WWW2017

Teaser image of Predicting Word Association Strengths

Predicting Word Association Strengths

Cattle, A. and Ma, X.

In Proc. EMNLP2017

PDF

Teaser image of A Visual Analytics Approach for Understanding Egocentric Intimacy Network Evolution and Impact Propagation in MMORPGs

A Visual Analytics Approach for Understanding Egocentric Intimacy Network Evolution and Impact Propagation in MMORPGs

Li, Q., Shen, Q., Ming, Y., Xu, P., Wang, Y., Ma., X., and Qu, H.

In Proc. PacificVis2017

2016

Teaser image of Tripartite Effects: Exploring Users' Mental Model of Mobile Gestures under the Influence of Operation, Handheld Posture, and Interaction Space.

Tripartite Effects: Exploring Users' Mental Model of Mobile Gestures under the Influence of Operation, Handheld Posture, and Interaction Space.

Zhu, K., Ma, X., Chen, H., and Liang, M.

In International Journal of Human-Computer Interaction (IJHCI)

URL

Teaser image of Developing Design Guidelines for a Visual Vocabulary of Electronic Medical Information to Improve Health Literacy.

Developing Design Guidelines for a Visual Vocabulary of Electronic Medical Information to Improve Health Literacy.

Ma, X.

In Interacting with Computers (IwC)

URL

Teaser image of crowddeliver: Planning City-Wide Package Delivery Paths Leveraging the Crowd of Taxis.

crowddeliver: Planning City-Wide Package Delivery Paths Leveraging the Crowd of Taxis.

Chen, C., Zhang, D., Ma, X., Guo, B., Wang, L., Wang, Y., & Sha, E.

In IEEE Transactions on Intelligent Transportation Systems

Teaser image of Container Port Performance Measurement and Comparison Leveraging Ship GPS Traces and Maritime Open Data.

Container Port Performance Measurement and Comparison Leveraging Ship GPS Traces and Maritime Open Data.

Chen, L., Zhang, D., Ma, X., Wang, L., Li, S., Wu, Z., & Pan, G.

In IEEE Transactions on Intelligent Transportation Systems

PDF

Teaser image of Influence of Content Layout and Motivation on Users' Herd Behavior in Social Discovery

Influence of Content Layout and Motivation on Users' Herd Behavior in Social Discovery

Yue, Y., Ma, X., and Jiang, Z.

In Proc. CHI2016

URL

Teaser image of Data Edibilization: Representing Data with Food

Data Edibilization: Representing Data with Food

Yun, W., Ma, X., Luo, Q., and Qu, H.

In Proc. CHI2016 alt.chi

URL

Teaser image of Dynamic Cluster-Based Over-Demand Prediction in Bike Sharing Systems

Dynamic Cluster-Based Over-Demand Prediction in Bike Sharing Systems

Chen, L., Zhang, D., Wang, L, Yang, D., Ma, X., Li, S., Wu, Z., Pan, G., Nguyen, T., and Jakubowicz, J.

In Proc. Ubicomp2016

Teaser image of Differential Location Privacy for Sparse Mobile Crowdsensing

Differential Location Privacy for Sparse Mobile Crowdsensing

Wang, L., Zhang, D., Yang, D., Lim, B., and Ma, X.

In Proc. ICDM2016

PDF

Teaser image of From Breakage to Icebreaker: Inspiration for Designing Technological Support for Human-Human Interaction

From Breakage to Icebreaker: Inspiration for Designing Technological Support for Human-Human Interaction

Ma, X., Fang, K., and Zhu, F.

In Proc. DIS2016

PDF

Teaser image of Developing a Comprehensive Engagement Framework of Gamification for Reflective Learning

Developing a Comprehensive Engagement Framework of Gamification for Reflective Learning

Silpasuwanchai, C., Ma, X., Shigemasu, H., and Ren, X.

In Proc. DIS2016

Teaser image of Effects of Semantic Relatedness between Setups and Punchlines in Twitter Hashtag Games

Effects of Semantic Relatedness between Setups and Punchlines in Twitter Hashtag Games

Cattle, A. and Ma, X.

In Proc. PEOPLES 2016

Teaser image of VideoForest: interactive visual summarization of video streams based on danmu data

VideoForest: interactive visual summarization of video streams based on danmu data

Sun, Z., Cao, N., and Ma, X.

In Proc. SIGGRAPH ASIA 2016 Symposium on Visualization

Teaser image of Animated narrative visualization for video clickstream data

Animated narrative visualization for video clickstream data

Wang, Y., Chen, Z., Ma, X., Luo, Q., and Qu, H.

In Proc. SIGGRAPH ASIA 2016 Symposium on Visualization

2015

Teaser image of Data-Driven Techniques to Assist Design of Perceptually Effective Visual Displays.

Data-Driven Techniques to Assist Design of Perceptually Effective Visual Displays.

Ma, X.

In Information Design Journal

Teaser image of Exiting the Design Studio: Leveraging Online Participants for Early-Stage Design Feedback

Exiting the Design Studio: Leveraging Online Participants for Early-Stage Design Feedback

Ma, X., Yu, L., Forlizzi, J., and Dow, S.

In Proc. CSCW2015

PDF

Teaser image of Social Eye Tracking: Gaze Recall with Online Crowds

Social Eye Tracking: Gaze Recall with Online Crowds

Cheng, S., Sun, Z., Ma, X., Forlizzi, J., Hudson, S. and Dey, A.

In Proc. CSCW2015

URL

2014

Teaser image of TRIPPLANNER: Personalized Trip Planning Leveraging Heterogeneous Crowdsourced Digital Footprints.

TRIPPLANNER: Personalized Trip Planning Leveraging Heterogeneous Crowdsourced Digital Footprints.

Chen, C., Zhang, D., Guo, B., Ma, X., Pan, G., and Wu, Z.

In IEEE Transactions on Intelligent Transportation Systems

Teaser image of Share your View: Impact of Co-Navigation Support and Status Composition in Collaborative Online Shopping

Share your View: Impact of Co-Navigation Support and Status Composition in Collaborative Online Shopping

Yue, Y., Ma, X., and Jiang, Z. (equal contribution)

In Proc. CHI2014

PDF

Teaser image of Food Messaging: Using an Edible Medium for Social Messaging

Food Messaging: Using an Edible Medium for Social Messaging

Wei, J., Ma, X., and Zhao, S.

In Proc. CHI2014

Teaser image of Container Throughput Estimation Leveraging Ship GPS Traces and Open Data

Container Throughput Estimation Leveraging Ship GPS Traces and Open Data

Chen, L., Zhang, D., Pan, G., Wang, L, Ma, X., Chen, C., and Li, S.

In Proc. Ubicomp2014

Teaser image of TaxiExp: A Novel Framework for Inner-City Package Express via Taxi CrowdSourcing

TaxiExp: A Novel Framework for Inner-City Package Express via Taxi CrowdSourcing

Chen, C., Zhang, D., Wang, L, Ma, X., Han, X., and Sha, E.

In Proc. UIC2014

2013

Teaser image of Evocation: Analyzing and Propagating a Semantic Relation based on Free Word Association.

Evocation: Analyzing and Propagating a Semantic Relation based on Free Word Association.

Ma, X.

In Language Resources and Evaluation

URL

2012

Teaser image of Guidelines for Depicting Emotions in Storyboard Scenarios

Guidelines for Depicting Emotions in Storyboard Scenarios

Ma, X., Forlizzi, J. and Dow, S.

In Proc. 8th International Conference on Design & Emotion

2011

Teaser image of Farmer's Tale: a Facebook Game to Promote Volunteerism

Farmer's Tale: a Facebook Game to Promote Volunteerism

Jianqiang, D.S., Ma, X., Zhao, S., Khoo, J.T., Bay, S.L. and Jiang, Z.

In Proc. CHI2011

2010

Teaser image of SoundNet: Investigating a Language Composed of Environmental Sounds

SoundNet: Investigating a Language Composed of Environmental Sounds

Ma, X., Fellbaum, C. and Cook, P.

In Proc. CHI2010

PDF

Teaser image of Vocabulary navigation made easier In

Vocabulary navigation made easier In

Nikolova, S., Ma, X., Tremaine, M., and Cook, P.

In Proc. IUI2010

2009

Teaser image of W2ANE: When Words Are Not Enough - Online Multimedia Language Assistant for People with Aphasia

W2ANE: When Words Are Not Enough - Online Multimedia Language Assistant for People with Aphasia

Ma, X., Nikolova, S., and Cook, P.

In Proc. ACM Multimedia2009

PDF

Teaser image of How Well do Visual Verbs Work in Daily Communication for Young and Old Adults? In

How Well do Visual Verbs Work in Daily Communication for Young and Old Adults? In

Ma, X. and Cook, P.

In Proc. CHI2009

PDF

Teaser image of Speaking Through Pictures: Images vs. Icons

Speaking Through Pictures: Images vs. Icons

Ma, X., Boyd-Graber, J., Nikolova, S. and Cook, P.

In Proc. ASSETS2009

PDF