Publications

Jingtao Wang

Assistant Professor

Mobile Interfaces and Pedagogical Systems (MIPS) Group
E-Mail:

Department of Computer Science

210 S Bouquet Street, Room 5423
University of Pittsburgh
Pittsburgh, PA 15260
Phone: 412-624-8454

Learning Research and Development Center

3939 O'Hara Street, Room 702
University of Pittsburgh
Pittsburgh, PA 15260
Phone: 412-624-7498

Publications

Predicting Learners' Emotions in Mobile MOOC Learning via a Multimodal Intelligent Tutor
Phuong Pham, Jingtao Wang
Proceedings of 14th International Conference on Intelligent Tutoring Systems (ITS 2018), Montreal, Canada, June 11 - 15, 2018
( to appear ) | ( homepage ) | ( )

AttentiveLearner²: a Multimodal Approach for Improving MOOC Learning on Mobile Devices
Phuong Pham, Jingtao Wang
Poster, Proceedings of 18th International Conference on Artificial Intelligence in Education (AIED 2017), Wuhan, China, June 28 - July 2, 2017
( pdf ) | ( homepage )

Dynamics of Affective States during Mobile MOOC Learning
Xiang Xiao, Phuong Pham, Jingtao Wang
Poster, Proceedings of 18th International Conference on Artificial Intelligence in Education (AIED 2017), Wuhan, China, June 28 - July 2, 2017
( pdf ) | ( homepage )

Mastery Learning of Second Language through Asynchronous Modeling of Native Speakers in a Collaborative Mobile Game
Xiangmin Fan, Wencan Luo, Jingtao Wang
Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2017), Denver, CO, May 6 - 11, 2017
( pdf ) | ( homepage ) | ( )

Understanding and Detecting Divided Attention in Mobile MOOC Learning
Xiang Xiao, Jingtao Wang
Short Paper, Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2017), Denver, CO, May 6 - 11, 2017
( pdf ) | ( homepage ) | ( press release )

SmartRSVP: Facilitating Attentive Speed Reading on Small Screen Wearable Devices
Wei Guo, Jingtao Wang
Late-Breaking Work (poster) of ACM Conference on Human Factors in Computing Systems (CHI 2017), Denver, CO, May 6 - 11, 2017
( pdf ) | ( homepage ) | ( )

Understanding Emotional Responses to Mobile Video Advertisements via Physiological Signal Sensing and Facial Expression Analysis
Phuong Pham, Jingtao Wang
Proceedings of 22nd ACM Conference on Intelligent User Interfaces (IUI 2017), Limassol, Cyprus, March 13 - 16, 2017
( pdf ) | ( homepage ) | ( )

Scaling Reflection Prompts in Large Classrooms via Mobile Interfaces and Natural Language Processing
Xiangmin Fan, Wencan Luo, Muhsin Menekse, Diane Litman, Jingtao Wang
Proceedings of 22nd ACM Conference on Intelligent User Interfaces (IUI 2017), Limassol, Cyprus, March 13 - 16, 2017
( pdf ) | ( homepage ) | ( Android & iOS )

Adaptive Review for Mobile MOOC Learning via Implicit Physiological Signal Sensing
Phuong Pham, Jingtao Wang
Proceedings of ACM International Conference on Multimodal Interaction (ICMI 2016), Tokyo, Japan, November 12 - 16, 2016
( pdf ) | ( homepage ) | Best Student Paper Award

Context and Cognitive-State Triggered Interventions for Mobile MOOC Learning
Xiang Xiao, Jingtao Wang
Proceedings of ACM International Conference on Multimodal Interaction (ICMI 2016), Tokyo, Japan, November 12 - 16, 2016
( pdf ) | ( homepage )

AttentiveVideo: Quantifying Emotional Responses to Mobile Video Advertisements
Phuong Pham, Jingtao Wang
Demo, ACM International Conference on Multimodal Interaction (ICMI 2016), Tokyo, Japan, November 12 - 16, 2016
( pdf ) | ( )

Towards Attentive, Bi-directional MOOC Learning on Mobile Devices
Xiang Xiao, Jingtao Wang
Proceedings of ACM International Conference on Multimodal Interaction (ICMI 2015), Seattle, WA, November 9 - 13, 2015
( pdf ) | ( homepage ) | ( ) | Best Paper Nomination

AttentiveLearner: Adaptive Mobile MOOC Learning via Implicit Cognitive States Inference
Xiang Xiao, Phuong Pham, Jingtao Wang
Demo, ACM International Conference on Multimodal Interaction (ICMI 2015), Seattle, WA, November 9 - 13, 2015
( pdf ) | ( homepage ) | ( )

MindMiner: A Mixed-Initiative Interface for Interactive Distance Metric Learning
Xiangmin Fan, Youming Liu, Nan Cao, Jason Hong, Jingtao Wang
Proceedings of the 15th IFIP International Conference on Human-Computer Interaction (INTERACT 2015), Bamberg, Germany, September 14 - 18, 2015
( pdf ) | ( homepage ) | ( )

AttentiveLearner: Improving Mobile MOOC Learning via Implicit Heart Rate Tracking
Phuong Pham, Jingtao Wang
Proceedings of 17th International Conference on Artificial Intelligence in Education (AIED 2015), Madrid, Spain, June 22 - 26, 2015
( pdf ) | ( homepage ) | ( )

Enhancing Instructor-Student and Student-Student Interactions with Mobile Interfaces and Summarization
Wencan Luo, Xiangmin Fan, Muhsin Menekse, Jingtao Wang, Diane Litman
Demo, Conference of North American Association for Computational Linguistics (NAACL HLT 2015), Denver, CO, May 30 - June 5, 2015
( pdf ) | ( homepage ) | ( Android & iOS )

Balancing Accuracy and Fun: Designing Engaging Camera Based Mobile Games for Implicit Heart Rate Monitoring
Teng Han, Xiang Xiao, Lanfei Shi, John Canny, Jingtao Wang
Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2015), Seoul, Korea, April 18 - 23, 2015
( pdf ) | ( homepage ) | ( )

CourseMIRROR: Enhancing Large Classroom Instructor-Student Interactions via Mobile Interfaces and Natural Language Processing
Xiangmin Fan, Wencan Luo, Muhsin Menekse, Diane Litman, Jingtao Wang
Works-In-Progress of ACM Conference on Human Factors in Computing Systems (CHI 2015), Seoul, Korea, April 18 - 23, 2015
( pdf ) | ( homepage ) | ( Android & iOS )

BayesHeart: A Probabilistic Approach for Robust, Low-Latency Heart Rate Monitoring on Camera Phones
Xiangmin Fan, Jingtao Wang
Proceedings of 20th ACM Conference on Intelligent User Interfaces (IUI 2015), Atalanta, GA, March 29 - April 1, 2015
( pdf ) | ( source code )

MindMiner: Quantifying Entity Similarity via Interactive Distance Metric Learning
Xiangmin Fan, Youming Liu, Nan Cao, Jason Hong, Jingtao Wang
Demo, 20th ACM Conference on Intelligent User Interfaces (IUI 2015), Atalanta, GA, March 29 - April 1, 2015
( pdf ) | ( homepage ) | ( )

ToneWars: Connecting Language Learners and Native Speakers through Collaborative Mobile Games
Andrew Head, Yi Xu, Jingtao Wang
Proceedings of 12th International Conference on Intelligent Tutoring Systems (ITS 2014), Honolulu, Hawaii, June 5 - 9, 2014
( pdf ) | ( homepage ) | ( )

Designing Engaging Camera Based Mobile Games for Implicit Heart Rate Monitoring
Teng Han, Lanfei Shi, Xiang Xiao, John Canny, Jingtao Wang
Works-In-Progress of ACM Conference on Human Factors in Computing Systems (CHI 2014), Toronto, Canada, April 26 - May 1, 2014
( pdf ) | ( homepage ) | ( )

LensGesture: Augmenting Mobile Interactions with Back-of-Device Finger Gestures
Xiang Xiao, Teng Han, Jingtao Wang
Proceedings of ACM International Conference on Multimodal Interaction (ICMI 2013), Sydney, Australia, December 9 - 13, 2013
( pdf ) | ( ) | ( source code )

Exploring Multi-dimensional Data on Mobile Devices with Single Hand Motion and Orientation Gestures
Jesse Thomason, Jingtao Wang
Demo, ACM International Conference on Human-Computer Interaction with Mobile Devices (MobileHCI 2012), San Francisco, California, September 21 - 24, 2012
( pdf ) | ( homepage ) | ( )

An Interactive Analytic Tool for Peer Review Exploration
Wenting Xiong, Diane Litman, Jingtao Wang, Christian Schunn
Proceedings of Innovative Use of NLP for Building Educational Applications (BEA7 Workshop 2012), Montreal, Canada, June 07, 2012
( pdf )

Combining Visual Block Programming and Graph Manipulation for Clinical Alert Rule Building
Dave Krebs, Alexander Conrad, Jingtao Wang
Works-In-Progress of ACM Conference on Human Factors in Computing Systems (CHI 2012), Austin, Texas, May 5 - 10, 2012
( pdf ) | ( homepage ) | ( )

MARBLS : A Visual Environment for Building Clinical Alert Rules
Dave Krebs, Alexander Conrad, Milos Hauskrecht, Jingtao Wang
Poster, In Proceedings of ACM symposium on User Interface Software and Technology (UIST 2011), Santa Barbara, CA, October 16-19, 2011
( pdf ) | ( homepage )

Embodied Exploration of Large Scale Multi-dimensional Data on Mobile Devices
Jesse Thomason, and Jingtao Wang
Poster, In Proceedings of NCUR 2011,Ithaca, NY, March 21 - April 2, 2011
( homepage )

SHRIMP - Solving Collision and Out of Vocabulary Problems in Mobile Predictive Input with Motion Gesture
Jingtao Wang, Shumin Zhai, and John Canny
Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2010), Atlanta, Georgia, April 10 -15, 2010
( pdf ) | ( website ) | ( source code ) | ( ) | Honorable Mention to CHI Best Paper Award

Let's Play Chinese Characters - Mobile Learning Approaches via Culturally Inspired Group Games
Feng Tian, Fei Lv, Jingtao Wang, Hongan Wang, Wencan Luo, Matthew Kam, Vidya Setlur, Guozhong Dai, and John Canny
Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2010), Atlanta, Georgia, April 10 -15, 2010
( pdf )

Event Maps: A Collaborative Calendaring System for Navigating Large-Scale Events
Jingtao Wang, Danny Soroker and Chandra Narayanaswami
Works-In-Progress of ACM Conference on Human Factors in Computing Systems (CHI 2010), Atlanta, Georgia, April 10 -15, 2010
( pdf ) | ( Event Maps has been adopted by ACM CHI 2011, ACM CHI 2010, IEEE SCC 2009 and Lotusphere 2010 to host their official schedules )

Camera Phone Based Motion Sensing : Interaction Techniques, Applications and Performance Study
Jingtao Wang, Shumin Zhai, and John Canny
Proceedings of ACM symposium on User Interface Software and Technology (UIST 2006), pp101-110, Montreux, Switzerland, October 15 -18, 2006.
( pdf ) | ( website ) | ( source code ) | ( )

End-User Place Annotation on Mobile Devices : A Comparative Study
Jingtao Wang, and John Canny
Works-In-Progress of ACM Conference on Human Factors in Computing Systems (CHI 2006), pp1493-1498, Montreal, Canada, April 24-27, 2006.
( pdf ) | ( website )

TinyMotion: Camera Phone Based Interaction Methods
Jingtao Wang, and John Canny
alt.chi of ACM Conference on Human Factors in Computing Systems (CHI 2006), pp339-344, Montreal, Canada, April 24-27, 2006.
( pdf ) | ( website ) | ( source code ) | ( )

Privacy Preserving Link Analysis on Dynamic Weighted Graph
Yitao Duan, Jingtao Wang, Matthew Kam, John Canny
Journal of Computational & Mathematical Organization Theory, 11, pp141 - 159, Springer Science + Business Media Inc, 2005.
( pdf )

A Secure Online Algorithm for Link Analysis on Weighted Graph
Yitao Duan, Jingtao Wang, Matthew Kam, John Canny
SIAM International Conference on Data Mining, Newport Beach, California, April 21-23 2005.
( pdf )

Livenotes: A System for Cooperative and Augmented Note-Taking in Lectures
Matthew Kam, Jingtao Wang, Alastair Iles, Eric Tse, Jane Chiu, Daniel Glaser, Orna Tarshish, and John Canny
Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2005), pp. 531-540, Portland, Oregon, USA, April 5-7, 2005.
( pdf ) | ( source code ) | ( )

FingerSense - Augmenting Expressiveness of Physical Button by Fingertip Identification
Jingtao Wang, John Canny
Short Paper, Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2004), pp1267-1270, Vienna, Austria, April 24-29, 2004.
( pdf ) | ( website )

Theoretical and Architectural Support for Input Device Adaptation
Jingtao Wang, Jennifer Mankoff
Proceedings of ACM Conference on Universal Usability (CUU 2003), pp85-92, Vancouver, B.C., November 10-11, 2003.
( pdf ) | ( website )

Handwriting on the Move : Using PDA as the Pen Input Device for Laptop Computers
Jingtao Wang, Zhepeng Wang, Hui Su, Atsushi Kumaki, and Arimasa Naitoh
Proceedings of International Conference on Pervasive Computing 2002, Zurich, Switzerland, August 26-28, 2002.
( pdf ) | ( patent )

Chinese Input with Keyboard and Eye Tracking - An Anatomical Study
Jingtao Wang, Shumin Zhai, and Hui Su.
Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2001), pp349-356, Seattle, Washington, 31 March-5 April 2001.
( pdf ) | ( patent )