DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design
Peng, Z., Chen, Q., Shen, Z., Ma, X., & Oulasvirta, A.
In Proceedings of the ACM on Human-Computer Interaction, 8, CSCW1, Article 44
2024
Designing the Conversational Agent: Asking Follow-up Questions for Information Elicitation
Hu, J., Guo, J., Tang, N., Ma, X., Yao, Y., Yang, C., and Xu, Y.
In Proceedings of the ACM on Human-Computer Interaction, 8, CSCW1, Article 43
Designing Scaffolding Strategies for Conversational Agents in Dialog Task of Neurocognitive Disorders Screening
Hu, J., Li, J., Zeng, Y., Yang, D., Liang, D., Meng, H., and Ma, X.
In Proc. CHI2024
Sharing Frissons among Online Video Viewers: Exploring the Design of Affective Communication for Aesthetic Chills
Huang, Z., Cao, X., Zhang, Y. and Ma, X.
In Proc. CHI2024
“Are You Really Sure?” Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making
Ma, S., Wang, X., Lei, Y., Shi, C., Yin, M. and Ma, X.
In Proc. CHI2024
DiaryHelper: Exploring the Use of an Automatic Contextual Information Recording Agent for Elicitation Diary Study
Li, J., He, C., Hu, J., Jia, B., Halevy, A., and Ma, X.
In Proc. CHI2024
Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students
Zheng, C., Yuan, K., Guo, B., Mogavi, R.H., Peng, Z., Ma, S. and Ma, X.
In Proc. CHI2024
Make Interaction Situated: Designing User Acceptable Interaction for Situated Visualization in Public Environments
Zhu, Q., Wang, Z., Zeng, W., Wai, T., Lin, W. and Ma, X.
In Proc. CHI2024
Technology-Mediated Non-pharmacological Interventions for Dementia: Needs for and Challenges in Professional, Personalized and Multi-Stakeholder Collaborative Interventions
Sun, Y., Yi, Z., Ma, X., Mao, J., and Tong, X.
In Proc. CHI2024
“It is hard to remove from my eye”: Design Makeup Residue Visualization System for Chinese Traditional Opera (Xiqu) Performers
Xiong, Z., Fu, S., Zhu, Y., Zhu, C., Ma, X. and Fan, M.
In Proc. CHI2024
TypeDance: Creating Semantic Typographic Logos from Image through Personalized Generation
Xiao, S., Wang, L., Ma, X. and Zeng, W.
In Proc. CHI2024
FARPLS: A Feature-Augmented Robot Trajectory Preference Labeling System to Assist Human Labelers’ Preference Elicitation
Lyu, H., Bai, Y., Liang, X., Das, U., Shi, C., Gong, L., Li, Y., Sun, M., Ge, M. and Ma, X.
In Proc. IUI2024
2023
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
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
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)
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)
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)
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)
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)
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)
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)
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)
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)
2022
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)
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)
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
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
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
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
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
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
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)
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)
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)
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
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
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
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
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
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
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
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
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
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
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
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
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
Evaluating the Effect of Enhanced Text-Visualization Integration on Combating Misinformation in Data Story
Zheng., C. and Ma, X.
In Proc. IEEE PacificVis2022
2021
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)
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
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)
Hybrid Paper-Digital Interfaces: A Systematic Literature Review
Han, F.*, Cheng, Y.*, Strachan, M., and Ma, X.
In Proc. Designing Interactive Systems (DIS) 2021
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
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)
Meta-learning for Task-oriented Household Text Games
Zhao, Z. and Ma, X.
In Proc. ACL Workshop on Meta Learning for NLP (MetaNLP)
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
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)
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)
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
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
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
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
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
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
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
EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding
Shi, Y., Cao, N., Ma., X., Chen, S., and Liu, P.
In Proc. CHI2020
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)
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
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
"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
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
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)
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
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
2019
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
Ridesharing Car Detection by Transfer Learning.
Wang, L., Geng, X., Ke, J., Peng, C., Ma, X., Zhang, D., and Yang, Q.
In Artificial Intelligence
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)
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)
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
Li, Q., Wu, Z., Qu, H., and Ma, X.
In Co-design of an Interactive Analytics System for Multiplayer Online Battle Arena Game Occurrences
Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach
Zhao, Z. and Ma, X.
In Proc. EMNLP-IJCNLP 2019
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
Adversarial Imitation Learning from Incomplete Demonstrations
Sun, M. and Ma, X.
In Proc. IJCAI2019
Cross-City Transfer Learning for Deep Spatio-Temporal Prediction
Wang, L., Geng, X., Ma, X., Liu, F., and Yang, Q.
In Proc. IJCAI2019
Design and Evaluation of Service Robots Proactivity in Decision-Making Support Process
Peng, Z., Kwon, Y., Lu, J., Wu, Z., and Ma, X.
In Proc. CHI2019
Understanding and Modeling User-Perceived Brand Personality from Mobile Application UIs
Wu, Z., Kim, T., Li, Q., and Ma, X.
In Proc. CHI2019
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
Exploring Perceived Emotional Intelligence of Personality-Driven Virtual Agents in Handling User Challenges
Ma, X.*, Yang, E.*, and Fung, P.
In Proc. WWW2019
Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective
Trimponias, G.*, Ma, X.*, and Yang, Q.
In Proc. WWW2019
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)
GremoBot: Exploring Emotion Regulation in Group Chat
Peng, Z., Kim, T., and Ma, X.
In Conference Companion Publication of CSCW2019
2018
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)
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
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
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
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
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
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
Geographic Differential Privacy for Mobile Crowd Coverage Maximization
Wang, L., Qin, G., Yang, D., Han, X., and Ma, X.
In Proc. AAAI2018
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
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
Recognizing Humour using Word Associations and Humour Anchor Extraction
Cattle, A. and Ma, X.
In Proc. COLING2018
Exploring the Effects of Scale in Augmented Reality-Empowered Visual Analytics
Sun, Z., Han, F., and Ma, X.
In Proc. CHI2018 EA
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
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)
Marcus, A., Kurosu, M., Ma, X., Hashizume, A.
In Cuteness Engineering: Designing Adorable Products and Services
Sensing and Handling Engagement Dynamics in Human-Robot Interaction Involving Peripheral Computing Devices
Sun, M., Zhao, Z., and Ma, X.
In Proc. CHI2017
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
Video-based Evanescent, Anonymous, Asynchronous Social Interaction: Motivation and Adaption to Medium
Ma, X. and Cao, N.
In Proc. CSCW2017
Attention, Comprehension, Execution: Effects of Different Designs of Biofeedback Display
Sun, Z., Cao, N., and Ma, X.
In Proc. CHI2017 EA
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
Perceived Emotional Intelligence in Virtual Agents
Yang, Y., Ma, X., and Fung, P.
In Proc. CHI2017 EA
Exploring the Effects of Strategy and Arousal of Cueing in Computer-Human Persuasion
Zhu, F., Fang, K., and Ma, X.
In Proc. CHI2017 EA
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
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
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)
Developing Design Guidelines for a Visual Vocabulary of Electronic Medical Information to Improve Health Literacy.
Ma, X.
In Interacting with Computers (IwC)
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
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
Influence of Content Layout and Motivation on Users' Herd Behavior in Social Discovery
Yue, Y., Ma, X., and Jiang, Z.
In Proc. CHI2016
Data Edibilization: Representing Data with Food
Yun, W., Ma, X., Luo, Q., and Qu, H.
In Proc. CHI2016 alt.chi
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
Differential Location Privacy for Sparse Mobile Crowdsensing
Wang, L., Zhang, D., Yang, D., Lim, B., and Ma, X.
In Proc. ICDM2016
From Breakage to Icebreaker: Inspiration for Designing Technological Support for Human-Human Interaction
Ma, X., Fang, K., and Zhu, F.
In Proc. DIS2016
Developing a Comprehensive Engagement Framework of Gamification for Reflective Learning
Silpasuwanchai, C., Ma, X., Shigemasu, H., and Ren, X.
In Proc. DIS2016
Effects of Semantic Relatedness between Setups and Punchlines in Twitter Hashtag Games
Cattle, A. and Ma, X.
In Proc. PEOPLES 2016
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
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
Data-Driven Techniques to Assist Design of Perceptually Effective Visual Displays.
Ma, X.
In Information Design Journal
Exiting the Design Studio: Leveraging Online Participants for Early-Stage Design Feedback
Ma, X., Yu, L., Forlizzi, J., and Dow, S.
In Proc. CSCW2015
Social Eye Tracking: Gaze Recall with Online Crowds
Cheng, S., Sun, Z., Ma, X., Forlizzi, J., Hudson, S. and Dey, A.
In Proc. CSCW2015
2014
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
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
Food Messaging: Using an Edible Medium for Social Messaging
Wei, J., Ma, X., and Zhao, S.
In Proc. CHI2014
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
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
Evocation: Analyzing and Propagating a Semantic Relation based on Free Word Association.
Ma, X.
In Language Resources and Evaluation
2012
Guidelines for Depicting Emotions in Storyboard Scenarios
Ma, X., Forlizzi, J. and Dow, S.
In Proc. 8th International Conference on Design & Emotion
2011
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
SoundNet: Investigating a Language Composed of Environmental Sounds
Ma, X., Fellbaum, C. and Cook, P.
In Proc. CHI2010
Vocabulary navigation made easier In
Nikolova, S., Ma, X., Tremaine, M., and Cook, P.
In Proc. IUI2010
2009
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
How Well do Visual Verbs Work in Daily Communication for Young and Old Adults? In
Ma, X. and Cook, P.
In Proc. CHI2009
Speaking Through Pictures: Images vs. Icons
Ma, X., Boyd-Graber, J., Nikolova, S. and Cook, P.
In Proc. ASSETS2009