Hi there! I am a PhD candidate at University of Alberta. My research interests lie in Human-computer interaction, Affect (emotions), and User-centred design. My PhD project focuses on understanding how people's affect and cognitive demands vary when interacting with emerging learning systems and the potential behavioural patterns related to these changes. This work involves studies with human subjects and multimodal analysis with data from scales, eye tracking, physiology and interaction logs. The goal is to provide insights that inform user-centred adaptation, which can enhance experiences and improve performance. For my Master's thesis project, I constructed a remote communication system with mixed reality and gesture interactions to provide a feeling of companionship.

I am actively looking for a research position or intern starting in 2025.

News

• 11/2024: One poster was accepted by AERA 2025 Annual Meeting

• 07/2024: Received Graduate Students' Association Academic Travel Grant

• 05/2024: Student volunteer at CHI'24

• 04/2024: One poster was accepted by EDM'24 

• 03/2024: One paper was accepted by PhysioCHI '24

• 03/2024: Received the Graduate Student Travel Award 

• 01/2024: One paper was accepted by CHI'24

Talks & Presentations

• Presentation: Toward Supporting Adaptation: Exploring Affect’s Role in Cognitive Load when Using a Literacy Game, CHI'24

• Guest speaker: Introduction to Information Visualization, Mar 2024

• Graduate Student Seminar: Does Affect Impact People’s Cognitive Load in Game-based Learning?, Jul 2023

• Guest speaker: The Effects of Augmented Reality as a Learning Tool, Nov 2022

• Presentation: Complex Learning Environments: Tensions in Student Perspectives that Indicate Competing Values, AIED'22

• Presentation: Towards Supporting Adaptive Training of Injection Procedures: Detecting Differences in the Visual Attention of Nursing Students and Experts, UMAP'22

• Presentation: Exploring Augmented Reality Games in Accessible Learning: A Systematic Review, CHI'21

• Presentation: Remote shoulder-to-shoulder communication enhancing co-located sensation, ACHI'19

• Presentation: Analyzing Interaction in Remote Joint Shopping System, Nov 2018

• Presentation: Shopping together: a remote co-shopping system utilizing spatial gesture interaction, Jul 2018

• Student design competition at HCII'18: Let’s Go Outside — a telecommunication assistant system for people with inconveniences, Jul 2018 

• Presenter: Gesture-based mobile communication system providing side-by-side shopping feeling. Mar 2018

Teaching

• Winter 2024: Guest speaker, CMPUT 302 - Introduction to Human Computer Interaction

• Winter 2023: Principle instructor, CMPUT 302 - Introduction to Human Computer Interaction

• TAships experience:  

CMPUT 174 - Introduction to the Foundations of Computation I

CMPUT 272 - Formal Systems and Logic in Computing Science

CMPUT 302 - Introduction to Human Computer Interaction

Academic Service (Review & PC)

As an active researcher, I have served on academic committees for several years and have reviewed more than 40 papers.

• CHI main track & late-breaking work (AC)

• AIED main track & posters and late-breaking results 

• IUI main track & posters and demos

• EDM short papers & posters and demos

• ACHI main track

Papers

Google Scholar Profile

• Difficulty as a proxy for measuring intrinsic cognitive load. Cai, M., Gorgun, G., & Demmans Epp, C. (2025). Poster to be presented at the annual meeting of the American Educational Research Association.

• Predicting Cognitive Load Using Sensor Data in a Literacy Game. Cai, M. & Demmans Epp, C. International Conference on Educational Data Mining. EDM'24. July 2024. Atlanta, USA https://zenodo.org/records/12729950 

• Exploring the optimal time window for predicting cognitive load using physiological sensor data. Cai, M. & Demmans Epp, C. PhysioCHI ’24, Hawaii, USA http://arxiv.org/abs/2406.13793 

• Toward Supporting Adaptation: Exploring Affect's Role in Cognitive Load when Using a Literacy Game. Cai, M., Rebolledo Méndez, G., Arevalo, G., Tang, S. S., A Abdullah, Y., & Demmans Epp, C. The ACM CHI conference on Human Factors in Computing Systems 2024. CHI2024, Hawaii, USA  https://doi.org/10.1145/3613904.3642150

• Exploring Collaborative Culture Sharing Dynamics in Immigrant Families through Digital Crafting and Storytelling. Liaqat, A., Demmans Epp, C., Cai, M., & Munteanu, C. ACM Hum.-Comput. Interact. 7, CSCW2, Article 307 (October 2023), 29 pages. https://doi.org/10.1145/3610098 

• Automatically Detecting Affect in Computerized Learning Environments: A Systematic Literature Review. Gonz ́alez Esparza, L., Cai, M., Palestino, I., Rebolledo-Mendez, G., Demmans Epp, C., & Cutumisu, M. The 20th Biennial European Association for Research on Learning and Instruction Conference. EARLI'23. August 2023, Thessaloniki , Greece 

• Cognitive Load and Affect to Support Adaptive Online Learning. Cai, M., & Demmans Epp, C. Modeling. The 15th International Conference on Educational Data Mining. EDM'22. 2022, July https://doi.org/10.5281/zenodo.6853020

• Tensions in Student Perspectives that Indicate Competing Values. Cai, M., Demmans Epp, C., & Firoozi, T. Complex Learning Environments. In Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral Consortium: 23rd International Conference, AIED 2022, Durham, UK, July 27–31, 2022, Proceedings, Part II (pp. 144-149). https://link.springer.com/chapter/10.1007/978-3-031-11647-6_25

• Towards Supporting Adaptive Training of Injection Procedures: Detecting Differences in the Visual Attention of Nursing Students and Experts. Cai, M., Zheng, B., & Demmans Epp, C. The 30th ACM Conference on User Modeling, Adaptation and Personalization (pp. 286-294). 2022, July https://dl.acm.org/doi/abs/10.1145/3503252.3531302

• Exploring Augmented Reality Games in Accessible Learning: A Systematic Review. Cai, M., Akcayir, G., & Demmans Epp, C. CHI 2021: Adaptive Accessible AR/VR Systems, May 2021, Japan http://arxiv.org/abs/2111.08214

• Go together: providing nonverbal awareness cues to enhance co-located sensation in remote communication. Cai, M., & Tanaka, J. Journal Human-centric computing and information sciences, 9, 1-25, 2019 https://doi.org/10.1186/s13673-019-0180-y

• Show something: intelligent shopping assistant supporting quick scene understanding and immersive preview. Dou, H., Li, Z., Cai, M., Cheng, K., Masuko, S., & Tanaka, J. The 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26-31, 2019, Proceedings, Part II 21 (pp. 205-218). Springer International Publishing. https://doi.org/10.1007/978-3-030-22649-7_17

• Remote shoulder-to-shoulder communication enhancing co-located sensation. Cai, M., & Tanaka, J. The 12th International Conference on Advances in Computer-Human Interactions (ACHI) (pp. 80-85), 2019, Feb (Best Paper Award)

• Gesture-based mobile communication system providing side-by-side shopping feeling. Cai, M., Masuko, S., & Tanaka, J. The 23rd International Conference on Intelligent User Interfaces Companion (pp. 1-2), 2018, March https://doi.org/10.1145/3180308.3180310

• Trip together: a remote pair sightseeing system supporting gestural communication. Cai, M., & Tanaka, J. The 5th International Conference on Human Agent Interaction (pp. 317-324),  2017, October https://doi.org/10.1145/3125739.3125762