Faculty Profiles - MA Xiaojuan | The Hong Kong University of Science and Technology

2024 21

Amplifying the music listening experience through song comments on music streaming platforms

Journal of Visualization, v. 27, (3), June 2024, p. 401-419
Chen, Longfei; Liu, Qianyu; Zhang, Chenyang; Huang, Yangkun; Peng, Zhenhui; Zeng, Haipeng; Sun, Zhida; Ma, Xiaojuan; Li, Quan
Article

Designing the Conversational Agent: Asking Follow-up Questions for Information Elicitation

Proceedings of the ACM on Human-Computer Interaction, v. 8, (CSCW1), April 2024, article number 43
Hu, Jiaxiong; Guo, Jingya; Tang, Ningjing; Ma, Xiaojuan; Yao, Yuan; Yang, Changyuan; Xu, Yingqing
Article

DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design

Proceedings of the ACM on Human-Computer Interaction, v. 8, (CSCW1), April 2024, article number 44
Peng, Zhenhui; Chen, Qiaoyi; Shen, Zhiyu; Ma, Xiaojuan; Oulasvirta, Antti
Article

From reader to experiencer: Design and evaluation of a VR data story for promoting the situation awareness of public health threats

International Journal of Human Computer Studies, v. 181, January 2024, article number 103137
Zhu, Qian; Yuan, Linping; Xu, Zian; Yang, Leni; Xia, Meng; Wang, Zhuo; Liang, Hai-Ning; Ma, Xiaojuan
Article

NL2Color: Refining Color Palettes for Charts with Natural Language

IEEE Transactions on Visualization and Computer Graphics, v. 30, (1), January 2024, article number 10292693, p. 814-824
Shi, Chuhan; Cui, Weiwei; Liu, Chengzhong; Zheng, Chengbo; Zhang, Haidong; Luo, Qiong; Ma, Xiaojuan
Article

"Are You Really Sure?'' Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making

CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems / edited by Florian Floyd Mueller, Penny Kyburz, Julie R. Williamson, Corina Sas, Max L. Wilson, Phoebe Toups Dugas, Irina Shklovski. New York, NY, USA : Association for Computing Machinery, 2024, p. 1-20, article number 840
Ma, Shuai; Wang, Xinru; Lei, Ying; Shi, Chuhan; Yin, Ming; Ma, Xiaojuan
Conference paper

“It Is Hard to Remove from My Eye”: Design Makeup Residue Visualization System for Chinese Traditional Opera (Xiqu) Performers

CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems / edited by Florian Floyd Mueller, Penny Kyburz, Julie R. Williamson, Corina Sas, Max L. Wilson, Phoebe Toups Dugas, Irina Shklovski. New York, NY, USA : Association for Computing Machinery, 2024, p. 1-16, Article number 989
Xiong, Zeyu; Fu, Shihan; Zhu, Yanying; Zhu, Chenqing; Ma, Xiaojuan; Fan, Mingming
Conference paper

Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students

CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems / edited by Florian Floyd Mueller, Penny Kyburz, Julie R. Williamson, Corina Sas, Max L. Wilson, Phoebe Toups Dugas, Irina Shklovski. New York, NY, USA : Association for Computational Linguistics, 2024, p. 1-19, article number 94
Zheng, Chengbo; Yuan, Kangyu; Guo, Bingcan; Mogavi, Reza Hadi; Peng, Zhenhui; Ma, Shuai; Ma, Xiaojuan
Conference paper

Designing Scaffolding Strategies for Conversational Agents in Dialog Task of Neurocognitive Disorders Screening

CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems, May 2024, article number 70, p. 1-21
Hu, Jiaxiong; Li, Junze; Zeng, Yuhang; Yang, Dongjie; Liang, Danxuan; Meng, Helen; Ma, Xiaojuan
Conference paper

DiaryHelper: Exploring the Use of an Automatic Contextual Information Recording Agent for Elicitation Diary Study

CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems, May 2024, article number 818, p. 1-16
Li, Junze; He, Changyang; Hu, Jiaxiong; Jia, Boyang; Halevy, Alon; Ma, Xiaojuan
Conference paper

DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration

UIST '24: Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology / edited by Lining Yao, Mayank Goel, Alexandra Ion, Pedro Lopes. New York, United States : Association for Computing Machinery, 2024, p. 1-20, Article number 91
Zheng, Chengbo; Zhang, Yuanhao; Huang, Zeyu; Shi, Chuhan; Xu, Minrui; Ma, Xiaojuan
Conference paper

Exploring Scaffolding Techniques for Agent-Administered Brief Cognitive Screening in Hospital Settings

DIS 2024 - Proceedings of the 2024 ACM Designing Interactive Systems Conference, edited by Anna Vallgårda, Li Jönsson, Jonas Fritsch, Sarah Fdili Alaoui, Christopher A. Le Dantec. New York, NY, United States : Association for Computing Machinery, 2024, p. 185-189
Liu, Dingdong; Gao, Sensen; Chen, Zixin; Shen, Yifan; Shi, Chuhan; Shi, Bertram Emil; Ma, Xiaojuan
Conference paper

Exploring the Evolvement of Artwork Descriptions in Online Creative Community under the Surge of Generative AI: A Case Study of DeviantArt

CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems / edited by Florian Floyd Mueller, Penny Kyburz, Julie R. Williamson, Corina Sas. New York, NY, USA : Association for Computing Machinery, 2024, p. 1-7, Article number 151
Guo, Qingyu; Yuan, Kangyu; He, Changyang; Peng, Zhenhui; Ma, Xiaojuan
Conference paper

FARPLS: A Feature-Augmented Robot Trajectory Preference Labeling System to Assist Human Labelers' Preference Elicitation

IUI '24: Proceedings of the 29th International Conference on Intelligent User Interfaces / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2024, p. 344-369
Lyu, Hanfang; Bai, Yuanchen; Liang, Xin; Das, Ujaan; Shi, Chuhan; Gong, Leiliang; Li, Yingchi; Sun, Mingfei; Ge, Ming; Ma, Xiaojuan
Conference paper

Make Interaction Situated: Designing User Acceptable Interaction for Situated Visualization in Public Environments

CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2024, p. 1-21, article number 196
Zhu, Qian; Wang, Zhuo; Zeng, Wei; Tong, Wai; Lin, Weiyue; Ma, Xiaojuan
Conference paper

RetAssist: Facilitating Vocabulary Learners with Generative Images in Story Retelling Practices

DIS '24: Proceedings of the 2024 ACM Designing Interactive Systems Conference, edited by Anna Vallgårda, Li Jönsson, Jonas Fritsch, Sarah Fdili Alaoui, Christopher A. Le Dantec. New York, NY, United States : Association for Computing Machinery, 2024, p. 2019-2036
Chen, Qiaoyi; Liu, Siyu; Huang, Kaihui; Wang, Xingbo; Ma, Xiaojuan; Zhu, Junkai; Peng, Zhenhui
Conference paper

SelfGauge: An Intelligent Tool to Support Student Self-assessment in GenAI-enhanced Project-based Learning

UIST Adjunct '24: Adjunct Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology / edited by Lining Yao, Mayank Goel, Alexandra Ion, Pedro Lopes. New York, NY : Association for Computational Linguistics, 2024, p. 1-3, article number 97
Zheng, Chengbo; Huang, Zeyu; Ma, Shuai; Ma, Xiaojuan
Conference paper

Sharing Frissons among Online Video Viewers: Exploring the Design of Affective Communication for Aesthetic Chills

CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems / edited by Florian Floyd Mueller, Penny Kyburz, Julie R. Williamson, Corina Sas, Max L. Wilson, Phoebe Toups Dugas, Irina Shklovski. New York, NY, USA : Association for Computing Machinery, 2024, p. 1-19, article number 922
Huang, Zeyu; Cao, Xinyi; Zhang, Yuanhao; Ma, Xiaojuan
Conference paper

Technology-Mediated Non-pharmacological Interventions for Dementia: Needs for and Challenges in Professional, Personalized and Multi-Stakeholder Collaborative Interventions

CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems / edited by Florian Floyd Mueller, Penny Kyburz, Julie R. Williamson, Corina Sas, Max L. Wilson, Phoebe Toups Dugas, Irina Shklovski. New York, NY, USA : Association for Computing Machinery, 2024, p. 1-19, Article number 218
Sun, Yuling; Yi, Zhennan; Ma, Xiaojuan; Mao, Junyan; Tong, Xin
Conference paper

Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design

DIS '24: Proceedings of the 2024 ACM Designing Interactive Systems Conference, edited by Anna Vallgårda, Li Jönsson, Jonas Fritsch, Sarah Fdili Alaoui, Christopher A. Le Dantec. New York, NY, United State : Association for Computing Machinery, 2024, p. 1789-1804
Zhu, Qian; Wang, Dakuo; Ma, Shuai; Wang, April Yi; Chen, Zixin; Khurana, Udayan; Ma, Xiaojuan
Conference paper

TypeDance: Creating Semantic Typographic Logos from Image through Personalized Generation

CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems / edited by Florian Floyd Mueller, Penny Kyburz, Julie R. Williamson, Corina Sas, Max L. Wilson, Phoebe Toups Dugas, Irina Shklovski. New York, NY, USA : Association for Computing Machinery, 2024, p. 1-18, Article number 175
Xiao, Shishi; Wang, Liangwei; Ma, Xiaojuan; Zeng, Wei
Conference paper

2023 20

Balancing Accuracy and Speed in Gaze-Touch Grid Menu Selection in AR via Mapping Sub-Menus to a Hand-Held Device

Sensors, v. 23, (23), December 2023, article number 9587
Tian, Yang; Zheng, Yulin; Zhao, Shengdong; Ma, Xiaojuan; Wang, Yunhai
Article

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

Proceedings of the ACM on Human-Computer Interaction, v. 7, (CSCW2), October 2023, article number 3610178
Sun, Yuling; Ma, Xiaojuan; Lindtner, Silvia; He, Liang
Article

Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective

ACM Transactions on Knowledge Discovery from Data, v. 17, (5), March 2023, article number 68, p. 1-24
Liu, Hao; Guo, Qingyu; Zhu, Hengshu; Fu, Yanjie; Zhuang, Fuzhen; Ma, Xiaojuan; Xiong, Hui
Article

CrowdPatrol: A Mobile Crowdsensing Framework for Traffic Violation Hotspot Patrolling

IEEE Transactions on Mobile Computing, v. 22, (3), March 2023, article number 9531409, p. 1401-1416
Jiang, Zhihan; Zhu, Hang; Zhou, Binbin; Lu, Chenhui; Sun, Mingfei; Ma, Xiaojuan; Fan, Xiaoliang; Wang, Cheng; Chen, Longbiao
Article

Data Work of Frontline Care Workers: Practices, Problems, and Opportunities in the Context of Data-Driven Long-Term Care

Proceedings of the ACM on Human-Computer Interaction, v. 7, (CSCW1), April 2023, article number 42, p. 1-28
Sun, Yuling; Ma, Xiaojuan; Lindtner, Silvia; He, Liang
Article

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

Proceedings of the ACM on Human-Computer Interaction, v. 7, (CSCW2), October 2023, article number 3610063
Guo, Qingyu; Shi, Chuhan; Yin, Zhuohao; Liu, Chengzhong; Ma, Xiaojuan
Article

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

IEEE Transactions on Visualization and Computer Graphics, v. 29, (1), January 2023, p. 63-73
Shi, Chuhan; Nie, Fei; Hu, Yicheng; Xu, Yige; Chen, Lei; Ma, Xiaojuan; Luo, Qiong
Article

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

ACM Transactions on Computer-Human Interaction, v. 30, (5), September 2023, article number 70, p. 1-48
Ma, Shuai; Sun, Mingfei; Ma, Xiaojuan
Article

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

IEEE Transactions on Visualization and Computer Graphics, v. 29, (1), January 2023, p. 767-777
Zhang, Chenyang; Wang, Xiyuan; Zhao, Chuyi; Ren, Yijing; Zhang, Tianyu; Peng, Zhenhui; Fan, Xiaomeng; Ma, Xiaojuan; Li, Quan
Article

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

IEEE Transactions on Visualization and Computer Graphics, v. 29, (1), January 2023, p. 701-711
Liu, Qiangqiang; Ren, Yukun; Zhu, Zhihua; Li, Dai; Ma, Xiaojuan; Li, Quan
Article

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

CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, April 2023, article number 271, p. 1-17
Liu, Chengzhong; Zhou, Shixu; Liu, Dingdong; Li, Junze; Huang, Zeyu; Ma, Xiaojuan
Conference paper

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

Conference on Human Factors in Computing Systems - Proceedings, April 2023, article number 351, p. 1-19
Zheng, Chengbo; Wu, Yuheng; Shi, Chuhan; Ma, Shuai; Luo, Jiehui; Ma, Xiaojuan
Conference paper

CriTrainer: An Adaptive Training Tool for Critical Paper Reading

UIST '23: Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2023, p. 1-17
Yuan, Kangyu; Lin, Hehai; Cao, Shilei; Peng, Zhenhui; Guo, Qingyu; Ma, Xiaojuan
Conference paper

IntimaSea: Exploring Shared Stress Display in Close Relationships

CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, April 2023, article number 428, p. 1-19
Jiang, Yanqi; Ding, Xianghua; Ma, Xiaojuan; Sun, Zhida; Gu, Ning
Conference paper

PopBlends: Strategies for Conceptual Blending with Large Language Models

CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, April 2023, article number 435, p. 1-19
Wang, Sitong; Petridis, Savvas; Kwon, Taeahn; Ma, Xiaojuan; Chilton, Lydia B.
Conference paper

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

CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, April 2023, article number 770
Shi, Chuhan; Hu, Yicheng; Wang, Shenan; Ma, Shuai; Zheng, Chengbo; Ma, Xiaojuan; Luo, Qiong
Conference paper

Storyfier: Exploring Vocabulary Learning Support with Text Generation Models

UIST '23: Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2023, article number 46
Peng, Zhenhui; Wang, Xingbo; Han, Qiushi; Zhu, Junkai; Ma, Xiaojuan; Qu, Huamin
Conference paper

The Emotional Characteristics of Bass drums, Snares, and Disengaged Snares with Different Strokes and Dynamics

Huang, Zeyu; Song, Wenyi; Ma, Xiaojuan; Horner, Andrew
Conference paper

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

CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, April 2023, article number 556, p. 1-17
Guo, Qingyu; Zhang, Chao; Lyu, Hanfang; Peng, Zhenhui; Ma, Xiaojuan
Conference paper

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

CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, April 2023, article number 759, p. 1-19
Ma, Shuai; Lei, Ying; Wang, Xinru; Zheng, Chengbo; Shi, Chuhan; Yin, Ming; Ma, Xiaojuan
Conference paper

2022 32

CReBot: Exploring interactive question prompts for critical paper reading

International Journal of Human Computer Studies, v. 167, November 2022, article number 102898
Peng, Zhenhui; Liu, Yuzhi; Zhou, Hanqi; Xu, Zuyu; Ma, Xiaojuan
Article

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

IEEE Transactions on Cognitive and Developmental Systems, v. 14, (3), September 2022, article number 9409128, p. 857-868
Zhao, Zhenjie; Ma, Xiaojuan
Article

Inspecting the Running Process of Horizontal Federated Learning via Visual Analytics

IEEE Transactions on Visualization and Computer Graphics, v. 28, (12), 1 December 2022, article number 9408377, p. 4085-4100
Li, Quan; Wei, Xiguang; Lin, Huanbin; Liu, Yang; Chen, Tianjian; Ma, Xiaojuan
Article

Investigating the Effects of Robot Engagement Communication on Learning from Demonstration

International Journal of Social Robotics, v. 14, (3), April 2022, p. 789-806
Sun, Mingfei; Peng, Zhenhui; Xia, Meng; Ma, Xiaojuan
Article

Metaphoraction: Support Gesture-based Interaction Design with Metaphorical Meanings

ACM Transactions on Computer-Human Interaction, v. 29, (5), October 2022, article number 45
Sun, Zhida; Wang, Sitong; Liu, Chengzhong; Ma, Xiaojuan
Article

Simulating Multi-Asset Classes Prices Using Wasserstein Generative Adversarial Network: A Study of Stocks, Futures and Cryptocurrency

Journal of Risk and Financial Management, v. 15, (1), January 2022, article number 26
Han, Feng; Ma, Xiaojuan; Zhang, Jiheng
Article

Understanding Drivers' Visual and Comprehension Loads in Traffic Violation Hotspots Leveraging Crowd-Based Driving Simulation

IEEE Transactions on Intelligent Transportation Systems, v. 23, (12), December 2022, article number 9894372
Jiang, Zhihan; He, Xin; Lu, Chenhui; Zhou, Binbin; Fan, Xiaoliang; Wang, Cheng; Ma, Xiaojuan; Ngai, Edith C.H.; Chen, Longbiao
Article

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

CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2022, p. 1-18, Article number 74
Shi, Chuhan; Jiang, Zhihan; Ma, Xiaojuan; Luo, Qiong
Conference paper

ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation

Proceedings of the 13th Language Resources and Evaluation Conference, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 7259-7268
Lovenia, Holy; Cahyawijaya, Samuel; Winata, Genta Indra; Xu, Peng; Yan, Xu; Liu, Zihan; Frieske, Rita Maria; Yu, Tiezheng; Dai, Wenliang; Barezi, Elham J; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale Ngan
Conference paper

Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset

Proceedings of the 13th Language Resources and Evaluation Conference / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 6487-6494
Yu, Tiezheng; Frieske, Rita Maria; Xu, Peng; Cahyawijaya, Samuel; Yiu, Cheuk Tung; Lovenia, Holy; Dai, Wenliang; Jebalbarezi sarbijan, Elham; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale
Conference paper

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

Proceedings of the ACM on Human-Computer Interaction, v. 6, (CSCW2), November 2022, article number 496
Zhu, Qian; Lo, Yo Ho Leo; Xia, Meng; Chen, Zixin; Ma, Xiaojuan
Conference paper

CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition

Proceedings of 13th Conference on Language Resources and Evaluation, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 6786-6793
Dai, Wenliang; Cahyawijaya, Samuel; Yu, Tiezheng; Jebalbarezi Sarbijan, Elham; Xu, Peng; Yiu, Cheuk Tung; Frieske, Rita Maria; Lovenia, Holy; Winata, Genta Indra; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale
Conference paper

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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, Volume 1: Long Papers / Edited by Smaranda Muresan, Preslav Nakov, Aline Villavicencio. Stroudsburg, PA, USA : Association for Computational Linguistics, 2022, p. 5073-5085
Zhao, Zhenjie; Hou, Yufang; Wang, Dakuo; Yu, Mo; Liu, Chengzhong; Ma, Xiaojuan
Conference paper

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

IEEE Pacific Visualization Symposium (PacificVis), v. 2022, April 2022, article number 9787872, p. 141-150
Zheng, Chengbo; Ma, Xiaojuan
Conference paper

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

DIS 2022 - Proceedings of the 2022 ACM Designing Interactive Systems Conference: Digital Wellbeing, June 2022, p. 1315-1329
Liu, Chengzhong; Zhou, Shixu; Zhang, Yuanhao; Liu, Dingdong; Peng, Zhenhui; Ma, Xiaojuan
Conference paper

Facilitating Continuous Text Messaging in Online Romantic Encounters by Expanded Keywords Enumeration

Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW, v. 2022, November 2022, p. 3-7
Kim, Taewook; Guo, Qingyu; Kim, Hyeonjae; Yang, Wenjie; Li, Meiziniu; Ma, Xiaojuan
Conference paper

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

Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1, May 2022, p. 447-460
Xu, Ying; Wang, Dakuo; Yu, Mo; Ritchie, Daniel; Yao, Bingsheng; Wu, Tongshuang; Zhang, Zheng; Li, Toby Jia-Jun; Bradford, Nora; Sun, Branda; Hoang, Tran Bao; Sang, Yisi; Hou, Yufang; Ma, Xiaojuan; Yang, Diyi; Peng, Nanyun; Yu, Zhou; Warschauer, Mark
Conference paper

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

CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2022, p. 1-25, article number 313
Ma, Shuai; Zhou, Taichang; Nie, Fei; Ma, Xiaojuan
Conference paper

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

CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2022, p. 1-18, Article number 70
Yang, Wenjie; Wu, Zhiyang; Mok, Nga Yiu; Ma, Xiaojuan
Conference paper

Investigating Crowdworkers' Identify, Perception and Practices in Micro-Task Crowdsourcing

Proceedings of the ACM on Human-Computer Interaction, v. 6, (GROUP), 14 January 2022, article number 35
Sun, Yuling; Ma, Xiaojuan; Ye, Kai; He, Liang
Conference paper

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

Proceedings of the International AAAI Conference on Web and Social Media, v. 16, (1), June 2022, p. 1157-1168
Yang, Wenjie; Wang, Sitong; Peng, Zhenhui; Shi, Chuhan; Ma, Xiaojuan; Yang, Diyi
Conference paper

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

Proceedings of the ACM on Human-Computer Interaction, v. 6, (CSCW2), November 2022, article number 359
Ko, Man Ching; Ma, Xiaojuan
Conference paper

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, v. 6, (CSCW2), November 2022, article number 452
Hadi Mogavi, Reza; Haq, Ehsan-ul; Gujar, Sujit; Hui, Pan; Ma, Xiaojuan
Conference paper

Persua: A Visual Interactive System to Enhance the Persuasiveness of Arguments in Online Discussion

Proceedings of the ACM on Human-Computer Interaction, v. 6, (CSCW2), November 2022, article number 319
Xia, Meng; Zhu, Qian; Wang, Xingbo; Nie, Fei; Qu, Huamin; Ma, Xiaojuan
Conference paper

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

Proceedings of the ACM on Human-Computer Interaction, v. 6, (CSCW2), November 2022, article number 454
Liu, Chengzhong; Huang, Zeyu; Liu, Dingdong; Zhou, Shixu; Peng, Zhenhui; Ma, Xiaojuan
Conference paper

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

Conference on Human Factors in Computing Systems - Proceedings / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2022, p. 1-17, Article number: 85
Xie, Laxin; Wu, Ziming; Xu, Peng; Li, Wei; Ma, Xiaojuan; Li, Quan
Conference paper

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

CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2022, p. 1-19, Article number: 304
Ding, Zijian; Kang, Jiawen; Ho, Tinky Oi Tung; Wong, Ka Ho; Fung, Helene H.; Meng, Helen; Ma, Xiaojuan
Conference paper

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

CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2022, p. 1-20, Article number 53
Zheng, Chengbo; Wang, Dakuo; Wang, April Yi; Ma, Xiaojuan
Conference paper

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

DIS '22: Proceedings of the 2022 ACM Designing Interactive Systems Conference, June 2022, p. 1071-1084
Lu, Zhicong; Tan, Peng; Ji, Yi; Ma, Xiaojuan
Conference paper

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

CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems / Association for Computing Machinery. New York, NY, USA : Association for Computing Machinery, 2022, p. 1-20, Article number: 361
Guo, Qingyu; Zhou, Siyuan; Wu, Yifeng; Peng, Zhenhui; Ma, Xiaojuan
Conference paper

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

Proceedings of the ACM on Human-Computer Interaction, v. 6, (CSCW2), November 2022, article number 399
Hadi Mogavi, Reza; Zhang, Yuanhao; Haq, Ehsan-ul; Wu, Yongjin; Hui, Pan; Ma, Xiaojuan
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2021 16

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Improving Readers’ Awareness of Divergent Viewpoints by Displaying Agendas of Comments in Online News Discussions

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

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

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

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Understanding Players' Interaction Patterns with Mobile Game App UI via Visualizations

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2020 25

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Wang, Yun; Sun, Zhida; Zhang, Haidong; Cui, Weiwei; Xu, Ke; Ma, Xiaojuan; Zhang, Dongmei
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International Journal of Human-Computer Studies, v. 140, August 2020, article number UNSP 102430
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Gender Profiling from a Single Snapshot of Apps Installed on a Smartphone: An Empirical Study

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

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ACM Journal on Computing and Cultural Heritage, v. 13, (1), February 2020, article number 5
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Li, Quan; Wu, Ziming; Yi, Lingling; Njotoprawiro, Kristanto Sean; Qu, Huamin; Ma, Xiaojuan
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Friend Network as Gatekeeper: A Study of WeChat Users' Consumption of Friend-Curated Contents

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Li, Quan; Peng, Zhenhui; Zeng, Haipeng; Chen, Qiaoan; Yi, Lingling; Wu, Ziming; Ma, Xiaojuan; Chen, Tianjian
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Getting the Healthcare We Want: The Use of Online "ask the Doctor" Platforms in Practice

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

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

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

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Understanding user perceptions of robot's delay, voice quality-speed trade-off and GUI during conversation

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Peng, Zhenhui; Mo, Kaixiang; Zhu, Xiaogang; Chen, Junlin; Chen, Zhijun; Xu, Qian; Ma, Xiaojuan
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Using Information Visualization to Promote Students' Reflection on "Gaming the system" in Online Learning

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Xia, Meng; Asano, Yuya; Williams, Jay Joseph; Qu, Huamin; Ma, Xiaojuan
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VoiceCoach: Interactive Evidence-based Training for Voice Modulation Skills in Public Speaking

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Wang, Xingbo; Zeng, Haipeng; Wang, Yong; Wu, Aoyu; Sun, Zhida; Ma, Xiaojuan; Qu, Huamin
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2019 26

A survey on construction and enhancement methods in service chatbots design

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CCF Transactions on Pervasive Computing and Interaction, v. 1, (3), 5 September 2019, p. 190-203
Peng, Zhenhui; Ma, Xiaojuan
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Investigating smartphone user differences in their application usage behaviors: an empirical study

CCF Transactions on Pervasive Computing and Interaction, v. 1, (2), August 2019, p. 140-161
Zhao, Sha; Xu, Feng; Xu, Yizhi; Ma, Xiaojuan; Luo, Zhiling; Li, Shijian; Dey, Anind; Pan, Gang
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Ridesharing Car Detection by Transfer Learning

Artificial Intelligence, v. 273, August 2019, p. 1-18
Wang, Leye; Geng, Xu; Ma, Xiaojuan; Zhang, Daqing; Yang, Qiang
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When schools meet artificial intelligence in Hong Kong

ACM Inroads, v.10, (4), December 2019, p. 43-46
Wong, Gary K.W.; Ma, Xiaojuan; Huen, John Man Ho
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Co-Design of an Interactive Analytics System for Multiplayer Online Battle Arena Game Occurrences

Data Analytics Applications in Gaming and Entertainment / Edited by Gunter Wallner. New York : CRC Press, 2019, p. 247-276, Ch. 12. Book Series: Data Analytics Applications
Li, Quan; Wu, Ziming; Qu, Huamin; Ma, Xiaojuan
Book chapter

A Live Storytelling Virtual Reality System with Programmable Cartoon-style Emotion Embodiment

Proceedings - 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2019, San Diego, California, USA, 9-11 December 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 102-109
Zhao, Zhenjie; Han, Feng; Ma, Xiaojuan
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Adversarial imitation learning from incomplete demonstrations

IJCAI International Joint Conference on Artificial Intelligence, v. 2019-August, August 2019, p. 3513-3519
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An AR Benchmark System for Indoor Planar Object Tracking

Proceedings - IEEE International Conference on Multimedia and Expo, v. 2019-July, July 2019, article number 8784868, p. 302-307
Wu, Ziming; Guo, Jiabin; Zhang, Shuangli; Zhao, Chen; Ma, Xiaojuan
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Cross-city Transfer Learning for Deep Spatio-temporal Prediction

IJCAI International Joint Conference on Artificial Intelligence, v. 2019-August, August 2019, p. 1893-1899
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Design and Evaluation of Service Robot's Proactivity in Decision-Making Support Process

Proceedings of the Conference on Human Factors in Computing Systems, v. 2019, May 2019, article number 98
Peng, Zhenhui; Kwon, Yunhwan; Lu, Jiaan; Wu, Ziming; Ma, Xiaojuan
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Effects of Ego Networks and Communities on Self-Disclosure in an Online Social Network

ASONAM '19: Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining / Edited by Francesca Spezzano, Wei Chen, Xiaokui Xiao. New York, USA : Association for Computing Machinery, 2020, p. 17-24
Kwon, Young Dae; Hadi Mogavi, Reza; Haq, Ehsan-ul; Kwon, Youngjin; Ma, Xiaojuan; Hui, Pan
Conference paper

Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) / Edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Stroudsburg, USA : Association for Computational Linguistics, 2019, p. 6376-6381, Anthology ID: D19-1669
Zhao, Zhenjie; Cattle, Andrew Grant; Papalexakis, Evangelos; Ma, Xiaojuan
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Exploring Perceived Emotional Intelligence of Personality-driven Virtual Agents in Handling User Challenges

The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019, May 2019, p. 1222-1233
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Generating Document Embeddings for Humor Recognition Using Tensor Decomposition

CEUR Workshop Proceedings, v.2421, 2019, p. 151-159
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GremoBot: Exploring Emotion Regulation in Group Chat

Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW, November 2019, p. 335-340
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HRCR: Hidden Markov-based Reinforcement to Reduce Churn in Question Answering Forums

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Live Emoji: A Live Storytelling VR System with Programmable Cartoon-Style Emotion Embodiment

Proceedings - IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR, v. 2019, December 2019, article number 8942384, p. 251-252
Zhao, Zhenjie; Han, Feng; Ma, Xiaojuan
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Love in Lyrics: An Exploration of Supporting Textual Manifestation of Affection in Social Messaging

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Kim, Taewook; Lee, Jungsoo; Peng, Zhenhui; Ma, Xiaojuan
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PeerLens: Peer-inspired Interactive Learning Path Planning in Online Question Pool

CHI '19: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems / Association for Computing Machinery. New York : Association for Computing Machinery, 2019, p. 1-12
Xia, Meng; Sun, Mingfei; Wei, Huan; Chen, Qing; Wang, Yong; Shi, Lei; Qu, Huamin; Ma, Xiaojuan
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Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective

The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019, May 2019, p. 1853-1863
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Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) / Edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Pennsylvania, United States : Association for Computational Linguistics, 2019, p. 3957-3967, Anthology ID: D19-1408
Zhao, Zhenjie; Ma, Xiaojuan
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The Acoustic Features and Their Relationship to the Emotional Characteristics of Rain Sound Effects

Proceedings of the 2019 International Computer Music Conference, ICMC-NYCEMF 2019 - International Computer Music Conference New York City Electroacoustic Music Festival, September 2019, p. 84-89
Sin, Wing Lam; Chang, Bing Yen; Ma, Xiaojuan; Horner, Andrew Brian
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Towards Understanding the Adoption and Social Experience of Digital Wallet Systems

Proceedings of the Hawaii International Conference on System Sciences (HICSS), v. 2019-January, January 2019, p. 5093-5102
Tang, Shiliang; Wu, Ziming; Zhang, Xinyi; Wang, Gang; Ma, Xiaojuan; Zheng, Haitao; Zhao, Ben Y.
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Understanding and Modeling User-Perceived Brand Personality from Mobile Application UIs

Proceedings of Conference on Human Factors in Computing Systems, v. 2019, May 2019, article number 213
Wu, Ziming; Kim, Taewook; Li, Quan; Ma, Xiaojuan
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Unpacking the Infrastructuring Work of Patients and Caregivers Around the World

Conference on Human Factors in Computing Systems - Proceedings, May 2019, article number 3299021
Chen, Yunan; Verdezoto, Nervo; Gui, Xinning; Ma, Xiaojuan; Bossen, Claus; Bagalkot, Naveen L.; Herskovic, Valeria; Ploderer, Bernd
Conference paper

2018 21

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

Proceedings of the ACM on Human-Computer Interaction, v. 2, (CSCW), November 2018, article number 187
Wu, Ziming; Sun, Zhida; Kim, Taewook; Reani, Manuele; Jay, Caroline; Ma, Xiaojuan
Article

Professional Medical Advice at your Fingertips: An Empirical Study of An Online "Ask the Doctor" Platform

Proceedings of the ACM on Human-Computer Interaction (CSCW), v. 2, (CSCW), Novemer 2018, article number 116
Ma, Xiaojuan; Gui, Xinning; Fan, Jiayue; Zhao, Mingqian; Chen, Yunan; Zheng, Kai
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Storytelling and Visualization: An Extended Survey

Information (Switzerland), v. 9, (3), March 2018, article number 65
Tong, Chao; Roberts, Richard; Borgo, Rita; Walton, Sean; Laramee, Robert S.; Wegba, Kodzo; Lu, Aidong; Wang, Yun; Qu, Huamin; Luo, Qiong; Ma, Xiaojuan
Article

A Compensation Method of Two-stage Image Generation for Human-AI Collaborated In-situ Fashion Design in Augmented Reality Environment

Proceedings - 2018 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2018, 15 January 2019, article number 8613637, p. 76-83
Zhao, Zhenjie; Ma, Xiaojuan
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A Multi-Phased Co-design of an Interactive Analytics System for MOBA Game Occurrences

DIS 2018 - Proceedings of the 2018 Designing Interactive Systems Conference / Association for Computing Machinery. New York : Association for Computing Machinery, 2018, p. 1321-1332
Li, Quan; Wu, Ziming; Xu, Peng; Qu, Huamin; Ma, Xiaojuan
Conference paper

A neural-network-based investigation of eye-related movements for accurate drowsiness estimation

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2018-July, 26 October 2018, article number 8513491, p. 5207-5210
Sun, Mingfei; Tsujikawa, Masanori; Onishi, Y.; Ma, Xiaojuan; Nishino, Atsushi; Hashimoto, Satoshi
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Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation

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

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EmbeddingVis: A Visual Analytics Approach to Comparative Network Embedding Inspection

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Conference on Human Factors in Computing Systems - Proceedings, v. 2018-April, April 2018, article number LBW012
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Eyes-Free Target Acquisition in Interaction Space around the Body for Virtual Reality

Proceedings of Conference on Human Factors in Computing Systems, v. 2018, 20 April 2018, article number 42
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Geographic Differential Privacy for Mobile Crowd Coverage Maximization

Proceedings of the AAAI Conference on Artificial Intelligence, v. 32, (1), 2018, article number 11285, p. 200-207
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IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR 2018), January 2019, article number 8613671, p. 227-228
Zhu, Kening; Lugmayr, Artur; Ma, Xiaojuan; Mueller, Florian Floyd; Engelke, Ulrich; Simoff, Simeon; Trescak, Tomas; Bogdavych, Anton; Aguilar, Juan Rodriguez; Vu, Huyen
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Recognizing Humour using Word Associations and Humour Anchor Extraction

COLING 2018: 27th International Conference on Computational Linguistics, Proceedings / Association for Computational Linguistics. Menlo Park, Calif. : Association for Computational Linguistics, 2018, p. 1849-1858
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VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, v. 3, 2018, p. 212-224
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The emotional characteristics of rain sound effects

ICMC 2018 - Proceedings of the 2018 International Computer Music Conference, 2018, p. 344-349
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IJCAI International Joint Conference on Artificial Intelligence, v. 2018-July, 1 January 2018, p. 5682-5686
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VirtualGrasp: Leveraging Experience of Interacting with Physical Objects to Facilitate Digital Object Retrieval

Proceedings of Conference on Human Factors in Computing Systems, v. 2018, 20 April 2018, article number 78
Yan, Yukang; Yu, Chun; Ma, Xiaojuan; Yi, Xin; Sun, Ke; Shi, Yuanchun
Conference paper

2017 29

A Generic Framework for Constraint-Driven Data Selection in Mobile Crowd Photographing

IEEE Internet of Things Journal, v. 4, (1), February 2017, article number 7807311, p. 284-296
Chen, Huihui; Guo, Bin; Yu, Zhiwen; Chen, Liming; Ma, Xiaojuan
Article

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

IEEE Transactions on Visualization and Computer Graphics, v. 23, (1), January 2017, article number 7534855, p. 211-220
Li, Quan; Xu, Peng; Chan, Yeuk Yin; Wang, Yun; Wang, Zhipeng; Qu, Huamin; Ma, Xiaojuan
Article

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

IEEE Transactions on Intelligent Transportation Systems, v. 18, (6), June 2017, article number 2607458, p. 1478-1496
Chen, Chao; Zhang, Daqing; Ma, Xiaojuan; Guo, Bin; Wang, Leye; Wang, Yasha; Sha, Edwin
Article

MA-SSR: A Memetic Algorithm for Skyline Scenic Routes Planning Leveraging Heterogeneous User-Generated Digital Footprints

IEEE Transactions on Vehicular Technology, v. 66, (7), July 2017, article number 7782869, p. 5723-5736
Chen, Chao; Chen, Xia; Wang, Leye; Ma, Xiaojuan; Wang, Zhu; Liu, Kai; Guo, Bin; Zhou, Zhen
Article

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

International Journal of Human-Computer Interaction, v. 33, (6), June 2017, p. 443-459
Zhu, Kening; Ma, Xiaojuan; Chen, Haoyuan; Liang, Miaoyin
Article

Understanding Bike Trip Patterns Leveraging Bike Sharing System Open Data

Frontiers of Computer Science, v. 11, (1), February 2017, p. 38-48
Chen, Longbiao; Ma, Xiaojuan; Nguyen, Thi-Mai-Trang; Pan, Gang; Jakubowicz, Jérémie
Article

Cuteness Engineering: Designing Adorable Products and Services

Aaron marcus; Masaaki kurosu; Ma, Xiaojuan; Ayako hashizume
Book

Conclusions

Cuteness Engineering / Aaron Marcus, Masaaki Kurosu, Xiaojuan Ma, Ayako Hashizume, editors. Cham : Springer, 2017, p. 155-155, Book series: Springer Series on Cultural Computing
Marcus, Aaron; Kurosu, Masaaki; Ma, Xiaojuan; Hashizume, Ayako
Book chapter

Cuteness Design: Interview with Wentao Wang, Senior User-Experience Designer, Baidu, Beijing, China

Cuteness Engineering / Aaron Marcus, Masaaki Kurosu, Xiaojuan Ma, Ayako Hashizume, editors. Cham : Springer, 2017, p. 147-154, Book series: Springer Series on Cultural Computing
Marcus, Aaron; Kurosu, Masaaki; Ma, Xiaojuan; Hashizume, Ayako
Book chapter

Cuteness in China

Cuteness Engineering / Aaron Marcus, Masaaki Kurosu, Xiaojuan Ma, Ayako Hashizume, editors. Cham : Springer, 2017, p. 63-91, Book series: Springer Series on Cultural Computing
Marcus, Aaron; Kurosu, Masaaki; Ma, Xiaojuan; Hashizume, Ayako
Book chapter

Cuteness in Japan

Cuteness Engineering / Aaron Marcus, Masaaki Kurosu, Xiaojuan Ma, Ayako Hashizume, editors. Cham : Springer, 2017, p. 33-61, Book series: Springer Series on Cultural Computing
Marcus, Aaron; Kurosu, Masaaki; Ma, Xiaojuan; Hashizume, Ayako
Book chapter

Interview with Yuko Yamaguchi (Hello Kitty Designer)

Cuteness Engineering / Aaron Marcus, Masaaki Kurosu, Xiaojuan Ma, Ayako Hashizume, editors. Cham : Springer, 2017, p. 119-146, Book series: Springer Series on Cultural Computing
Marcus, Aaron; Kurosu, Masaaki; Ma, Xiaojuan; Hashizume, Ayako
Book chapter

Introduction

Cuteness Engineering / Aaron Marcus, Masaaki Kurosu, Xiaojuan Ma, Ayako Hashizume, editors. Cham : Springer, 2017, p. 1-31, Book series: Springer Series on Cultural Computing
Marcus, Aaron; Kurosu, Masaaki; Ma, Xiaojuan; Hashizume, Ayako
Book chapter

Taxonomy of Cuteness

Cuteness Engineering / Aaron Marcus, Masaaki Kurosu, Xiaojuan Ma, Ayako Hashizume, editors. Cham : Springer, 2017, p. 93-118, Book series: Springer Series on Cultural Computing
Marcus, Aaron; Kurosu, Masaaki; Ma, Xiaojuan; Hashizume, Ayako
Book chapter

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

IEEE Pacific Visualization Symposium, September 2017, article number 8031576, p. 31-40
Li, Quan; Shen, Qiaomu; Ming, Yao; Xu, Peng; Wang, Yun; Ma, Xiaojuan; Qu, Huamin
Conference paper

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

Conference on Human Factors in Computing Systems - Proceedings, v. Part F127655, May 2017, p. 2132-2139
Sun, Zhida; Cao, Nan; Ma, Xiaojuan
Conference paper

Data-Driven Approach to Human-Engaged Computing

International series on information systems and management in creative eMedia, v. 2017, (2), 2018, p. 43-47
Ma, Xiaojuan
Conference paper

Differential Location Privacy for Sparse Mobile Crowdsensing

Proceedings - IEEE International Conference on Data Mining, ICDM, January 2017, article number 7837982, p. 1257-1262
Wang, Leye; Zhang, Daqing; Yang, Dingqi; Lim, Brian Y.; Ma, Xiaojuan
Conference paper

Exploring the effects of strategy and arousal of cueing in computer-human persuasion

Conference on Human Factors in Computing Systems - Proceedings, v. Part F127655, May 2017, p. 2276-2283
Zhu, Fengyuan; Fang, Ke; Ma, Xiaojuan
Conference paper

Line-Drawing Enhanced Interactive Mural Restoration for Dunhuang Mogao Grottoes

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, v. 4, (2W2), August 2017, p. 99-106
Fu, X. Y.; Han, Y.; Sun, Z.J.; Ma, Xiaojuan; Xu, Y.Q.
Conference paper

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

Proceedings of the 26th International Conference on World Wide Web, April 2017, article number 3052696, p. 627-636
Wang, Leye; Yang, Dingqi; Han, Xiao; Wang, Tianben; Zhang, Daqing; Ma, Xiaojuan
Conference paper

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

Conference on Human Factors in Computing Systems - Proceedings, v. Part F127655, May 2017, p. 2240-2247
Wu, Ziming; Ma, Xiaojuan
Conference paper

Perceived Emotional Intelligence in Virtual Agents

Conference on Human Factors in Computing Systems - Proceedings, v. Part F127655, May 2017, p. 2255-2262
Yang, Yang; Ma, Xiaojuan; Fung, Pascale
Conference paper

Predicting Word Association Strengths

EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, 2017, p. 1283-1288
Cattle, Andrew Grant; Ma, Xiaojuan
Conference paper

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

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017-May, May 2017, p. 556-567
Sun, Mingfei; Zhao, Zhenjie; Ma, Xiaojuan
Conference paper

SRHR at SemEval-2017 Task 6: Word Associations for Humour Recognition

Proceedings of the 11th International Workshop on Semantic Evaluations (SemEval-2017), Association for Computational Linguistics, 2017, p. 401-406
Cattle, Andrew Grant; Ma, Xiaojuan
Conference paper

Unpacking Happiness: Lessons from Smartphone Photography among College Students

2017 IEEE International Conference on Healthcare Informatics, ICHI 2017, September 2017, article number 8031186, p. 429-438
Chen, Yu; Mark, Gloria J.; Ali, Sanna; Ma, Xiaojuan
Conference paper

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

Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, New York, NY, USA : ACM, 2017, p. 770-782
Ma, Xiaojuan; Cao, Nan
Conference paper

ViVo: Video-augmented dictionary for vocabulary learning

Conference on Human Factors in Computing Systems - Proceedings, v. 2017-May, 2017, p. 5568-5579
Zhu, Y.; Wang, Y.; Yu, C.; Shi, S.; Zhang, Y.; He, S.; Zhao, P.; Ma, Xiaojuan; Shi, Y.
Conference paper

2016 19

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

IEEE Transactions on Intelligent Transportation Systems, v. 17, (5), May 2016, article number 7345574, p. 1227-1242
Chen, Longbiao; Zhang, Daqing; Ma, Xiaojuan; Wang, Leye; Li, Shijian; Wu, Zhaohui; Pan, Gang
Article

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

Interacting with Computers, v. 28, (2), March 2016, p. 151-169
Ma, Xiaojuan
Article

MobiGroup: Enabling Lifecycle Support to Social Activity Organization and Suggestion With Mobile Crowd Sensing

IEEE Transactions on Human-Machine Systems, v. 46, (3), June 2016, article number 7353171, p. 390-402
Guo, Bin; Yu, Zhiwen; Chen, Liming; Zhou, Xingshe; Ma, Xiaojuan
Article

A Guided Tour of Literature Review:Facilitating Academic Paper Reading with Narrative Visualization

ACM International Conference Proceeding Series, September 2016, p. 17-24
Wang, Yun; Liu, Dongyu; Qu, Huamin; Luo, Qiong; Ma, Xiaojuan
Conference paper

Animated Narrative Visualization for Video Clickstream Data

SA '16: SIGGRAPH ASIA 2016 Symposium on Visualization, November 2016, article number a11, p. 1-8
Wang, Yun; Chen, Zhutian; Ma, Xiaojuan; Luo, Qiong; Qu, Huamin
Conference paper

Blossom: Design of A Tangible Interface for Improving Intergenerational Communication for the Elderly

ACM International Conference Proceeding Series, October 2016, p. 87-98
Zhao, Mingqian; Chen, Zhutian; Lu, Ke; Li, Chaoran; Qu, Huamin; Ma, Xiaojuan
Conference paper

Cuteness Design in the UX: An Initial Analysis

Lecture Notes in Computer Science, v. 9747, June 2016, p. 46-56, Book sub series: Information Systems and Applications, incl. Internet/Web, and HCI
Marcus, Aaron; Ma, Xiaojuan
Conference paper

Data Edibilization: Representing Data with Food

Conference on Human Factors in Computing Systems - Proceedings, v. 07-12-May-2016, May 2016, p. 409-422
Wang, Yun; Ma, Xiaojuan; Luo, Qiong; Qu, Huamin
Conference paper

Developing a Comprehensive Engagement Framework of Gamification for Reflective Learning

DIS '16: Proceedings of the 2016 ACM Conference on Designing Interactive Systems, June 2016, p. 459-472
Silpasuwanchai, Chaklam; Ma, Xiaojuan; Shigemasu, Hiroaki; Ren, Xiangshi
Conference paper

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

UbiComp 2016 - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, September 2016, p. 841-852
Chen, Longbiao; Zhang, Daqing; Wang, Leye; Yang, Dingqi; Ma, Xiaojuan; Li, Shijian; Wu, Zhaohui; Pan, Gang; Nguyen, Thi Mai Trang; Jakubowicz, Jeremie
Conference paper

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

Proceedings of Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media (PEOPLES) 2016, v. 2016, 2016, article number W16-4308
Cattle, Andrew Grant; Ma, Xiaojuan
Conference paper

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

Cattle, Andrew Grant; Ma, Xiaojuan
Conference paper

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

DIS '16: Proceedings of the 2016 ACM Conference on Designing Interactive Systems, June 2016, p. 403-414
Ma, Xiaojuan; Fang, Ke; Zhu, Fengyuan
Conference paper

From Internet Memes to Emoticon Engineering: Insights from the Baozou Comic Phenomenon in China

Lecture Notes in Computer Science, v. 9733, 2016, p. 15-27, Book sub series: Information Systems and Applications, incl. Internet/Web, and HCI
Ma, Xiaojuan
Conference paper

How Different Input and Output Modalities Support Coding as a Problem-Solving Process for Children

IDC '16: Proceedings of the The 15th International Conference on Interaction Design and Children, June 2016, p. 238-245
Zhu, Kening; Ma, Xiaojuan; Wong, Gary Ka Wai; Huen, John Man Ho
Conference paper

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

Conference on Human Factors in Computing Systems - Proceedings, May 2016, p. 5715-5719
Yue, Yanzhen; Ma, Xiaojuan; Jiang, Zhenhui
Conference paper

Making Telecommunications Services Accessible to People With Severe Communication Disabilities

GHTC 2016 - IEEE Global Humanitarian Technology Conference: Technology for the Benefit of Humanity, Conference Proceedings, 2016, article number 7857267, p. 105-112
Chan, Rosanna Yuen Yan; Ding, Junnan; Kong, Lamwang; Tan, Gladys; Bai, Xue; Ma, Xiaojuan; Sot, Soby; Wang, Xiangjie; Chow, Jessica Tsz Ching
Conference paper

The Development of Internationalized Computational Thinking Curriculum in Hong Kong Primary Education

SIGCSE '16: Proceedings of the 47th ACM Technical Symposium on Computing Science Education, February 2016, p. 685
Wong, Gary K.W.; Zhu, Kening; Ma, Xiaojuan; Huen, John
Conference paper

VideoForest: Interactive Visual Summarization of Video Streams Based on Danmu Data

SA '16: SIGGRAPH ASIA 2016 Symposium on Visualization, November 2016, article number 10
Sun, Zhida; Sun, Mingfei; Cao, Nan; Ma, Xiaojuan
Conference paper

2015 5

TRIPPLANNER: Personalized Trip Planning Leveraging Heterogeneous Crowdsourced Digital Footprints

IEEE Transactions on Intelligent Transportation Systems, v. 16, (3), June 2015, p. 1259-1273
Chen, Chao; Zhang, Daqing; Guo, Bin; Ma, Xiaojuan; Pan, Gang; Wu, Zhaohui
Article

Bike Sharing Station Placement Leveraging Heterogeneous Urban Open Data

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, New York, NY, USA : ACM, 2015, p. 571-575
Chen, Longbiao; Zhang, Daqing; Pan, Gang; Ma, Xiaojuan; Yang, Dingqi; Kushlev, Kostadin; Zhang, Wangsheng; Li, Shijian
Conference paper

CaneFitter: Investigation on Appropriate Cane Selection and Proper Cane Use for the Elderly

Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, New York, NY, USA : ACM, 2015, p. 217-220
Huang, Meiyu; Chen, Yiqiang; Ji, Wen; Ma, Xiaojuan; Zhang, Jing; Fan, Yuguang; Dai, Lianjun
Conference paper

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

Proceeding: CSCW '15 Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing /ACM. New York, NY, USA : ACM, 2015, p. 676-685
Ma, Xiaojuan; Li, Yu; Forlizzi, Jodi L.; Dow, Steven P.
Conference paper

Social Eye Tracking: Gaze Recall with Online Crowds

Proceeding: CSCW '15 Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing /ACM. New York, NY, USA : ACM, 2015, p. 454-463
Cheng, Shiwei; Sun, Zhiqiang; Ma, Xiaojuan; Forlizzi, Jodi L.; Hudson, Scott E.; Anind, Dey
Conference paper

2014 9

Data-driven techniques to assist design of perceptually effective visual displays

Information Design Journal, v. 21, (3), 2014, p. 207-224
Ma, Xiaojuan
Article

Augmenting text with multiple pictures can facilitate online information processing across language barriers

Chinese CHI '14: Proceedings of the Second International Symposium of Chinese CHI, New York, NY, USA : ACM, 2014, p. 80-86
Ma, Xiaojuan
Conference paper

Container throughput estimation leveraging ship GPS traces and open data

UbiComp '14: Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, New York, NY, USA : ACM, 2014, p. 847-851
Chen, Longbiao; Zhang, Daqing; Pan, Gang; Wang, Leye; Ma, Xiaojuan; Chen, Chao; Li, Shijian
Conference paper

ContextSense: unobtrusive discovery of incremental social context using dynamic bluetooth data

UbiComp '14 Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication / ACM Inc.. New York : ACM, 2014, p. 23-26
Chen, Zhenyu; Chen, Yiqiang; Hu, Lisha; Wang, Shuangquan; Jiang, Xinlong; Ma, Xiaojuan; Lane, Nicholas D.; Campbell, Andrew T.
Conference paper

Empatheticons: Designing Emotion Awareness Tools for Group Recommenders

Interacción '14: Proceedings of the XV International Conference on Human Computer Interaction, September 2014, article number 16
Chen, Yu; Ma, Xiaojuan; Alfredo, Cerezo; Pu, Pearl
Conference paper

Food Messaging: Using Edible Medium for Social Messaging

CHI '14: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, New York, NY, USA : ACM, 2014, p. 2873-2882
Wei, Jun; Ma, Xiaojuan; Zhao, Shengdong
Conference paper

Share your view: impact of co-navigation support and status composition in collaborative online shopping

CHI '14: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, New York, NY, USA : ACM, 2014, p. 3299-3308
Yue, Yanzhen; Ma, Xiaojuan; Jiang, Zhenhui
Conference paper

Taxi Exp: A Novel Framework for City-Wide Package Express Shipping via Taxi Crowd Sourcing

11th IEEE International Conference on Ubiquitous Intelligence and Computing and 11th IEEE International Conference on Autonomic and Trusted Computing and 14th IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 244-251, article number 7306958
Chen, Chao; Zhang, Daqing; Wang, Leye; Ma, Xiaojuan; Han, Xiao; Sha, Edwin
Conference paper

User Guided Automation for Testing Mobile Apps

Proceedings - Asia-Pacific Software Engineering Conference, APSEC, 2014, article number 7091287, p. 27-34
Li, Xiujiang; Jiang, Yanyan; Liu, Yepang; Xu, Chang; Ma, Xiaoxing; Lu, Jian
Conference paper

2013 1

Evocation: analyzing and propagating a semantic link based on free word association

Language Resources and Evaluation, 47, 3, September, 2013, p. 819-837
Ma, Xiaojuan
Article

2012 3

Uncovering Visualization Properties that Confuse

Proceedings of the ASIST Annual Meeting, v. 49, (1), 2012, p. 1-4
Kyong, Eun Oh; Karen, Bemis; Ma, Xiaojuan; Marilyn, Tremaine; Deborah, Silver
Article

Guidelines for Depicting Emotions in Storyboard Scenarios

Proceedings of the 8th International Conference on Design & Emotion, 2012
Ma, Xiaojuan; Forlizzi, Jodi; Dow, Steven
Conference paper

Rethinking WordNet's Domains

Proceedings of Global WordNet Conference, 2012
Ma, Xiaojuan; Fellbaum, C.
Conference paper

2011 1

Farmer's Tale: a Facebook Game to Promote Volunteerism

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2011, p. 581-584
Jiangqiang, Don Sinm; Ma, Xiaojuan; Zhao, Shengdong; Khoo, Jing Ting; Bay, Swee Ling; Jiang, Zhenhui
Conference paper

2010 6

An Online Multimedia Language Assistant for People with Aphasia and Other Language Barriers

ACM SIGACCESS Accessibility and Computing, v. 96, 2010, January, p. 46-49
Ma, Xiaojuan
Article

Semantic Labeling of Non-Speech Audio Clips

Eurasip Journal on Audio, Speech, and Music Processing, 1 March 2010, article number 2010:404860
Ma, Xiaojuan; Fellbaum, Christiane; Perry, Cook
Article

A Multimodal Vocabulary for Augmentative and Alternative Communication from Sound/Image Label Datasets

Proceedings of the NAACL HLT 2010 Workshop on Speech and Language Processing for Assistive Technologies, Los Angeles, California, June, 2010, p. 62-70
Ma, Xiaojuan; Fellbaum, Christiane; Perry R, Cook
Conference paper

Environmental Sounds as Concept Carriers for Communication

Proceedings of the 16th International Conference on Auditory Display (ICAD2010), Washington, DC, USA, 9-15, June, 2010
Cook, Perry R.; Fellbaum, Christian; Ma, Xiaojuan
Conference paper

SoundNet: Investigating a Language Composed of Environmental Sounds

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2010, p. 1945-1954
Ma, Xiaojuan; Christiane, Fellbaum; Cook, Perry R.
Conference paper

Vocabulary Navigation Made Easier

International Conference on Intelligent User Interfaces, Proceedings IUI, Hong Kong, China, 2010, p. 361-364
Sonya, Nikolova; Ma, Xiaojuan; Marilyn, Tremaine; Perry R, Cook
Conference paper

2009 3

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

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2009, p. 361-364
Ma, Xiaojuan; Cook, Perry R.
Conference paper

Speaking Through Pictures: Images vs. Icons

Proceedings of the 11th international ACM SIGACCESS conference on Computers and accessibility, 2009, p. 163-170
Ma, Xiaojuan; Jordan, Boyd-Graber; Sonya, Nikolova; Cook, Perry R.
Conference paper

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

Proceedings of the 17th ACM international conference on Multimedia, 2009, p. 749-752
Ma, Xiaojuan; Sonya, Nikolova; Cook, Perry R.
Conference paper

2008 2

Creating and Evaluating a Video Vocabulary for Communicating Verbs for Different Age Groups

ASSETS'08: The 10th International ACM SIGACCESS Conference on Computers and Accessibility, Canada, 13, October, 2008, p. 253-254
Ma, Xiaojuan; Cook, Perry R.
Conference paper

Mobile Communication Support for People with Speech and Language Disabilities

Proc. ACL2008 Mobile Language Processing Workshop, 2008
Nikolova, S.; Ma, Xiaojuan
Conference paper

COMP4462	Data Visualization
COMP4971A	Independent Work
COMP4981	Final Year Project
COMP4981H	Final Year Thesis
COMP6921U	Research Project

COMP4971A	Independent Work
COMP4981	Final Year Project
UROP1100M	Undergraduate Research Opportunities Series 1

COMP4461	Human-Computer Interaction
COMP4971F	Independent Work
COMP4981	Final Year Project
COMP4981H	Final Year Thesis
COMP6921U	Research Project
IIMP4990	Interdisciplinary Capstone Project II
UROP1100L	Undergraduate Research Opportunities Series 1
UROP3200	Undergraduate Research Opportunities with Mini-conference Experience

COMP4462	Data Visualization
COMP4971A	Independent Work
COMP4981	Final Year Project
COMP4981H	Final Year Thesis
COMP6921U	Research Project
UROP1100K	Undergraduate Research Opportunities Series 1

COMP4971A	Independent Work
COMP4981	Final Year Project
COMP4981H	Final Year Thesis
UROP1100J	Undergraduate Research Opportunities Series 1
UROP2100J	Undergraduate Research Opportunities Series 2

Research Interest

Publications

2024 21

2023 20

2022 32

2021 16

2020 25

2019 26

2018 21

2017 29

2016 19

2015 5

2014 9

2013 1

2012 3

2011 1

2010 6

2009 3

2008 2

Article 5

Conference paper 16

Article 10

Conference paper 10

Article 7

Conference paper 25

Article 3

Conference paper 13

Article 9

Conference paper 16

Article 5

Book chapter 1

Conference paper 20

Article 3

Conference paper 18

Article 6

Book 1

Book chapter 7

Conference paper 15

Article 3

Conference paper 16

Article 1

Conference paper 4

Article 1

Conference paper 8

Article 1

Article 1

Conference paper 2

Conference paper 1

Article 2

Conference paper 4

Conference paper 3

Conference paper 2

2018 21

2017 29

2016 19

2015 5

2014 9

2013 1

2012 3

2011 1

2010 6

2009 3

2008 2

Teaching Assignment

Research Postgraduate (RPG) Supervision

From January 2021 to December 2024 (As of 21 November 2024)

Current RPGs

Graduated RPGs

Projects

From January 2022 to December 2024

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