Publications

Research Areas:

Ubiquitous and Mobile Computing

Human Centered Computing

Machine Learning

Mental Health

2019

A Robot's Expressive Language Affects Human Strategy and Perceptions in a Competitive Game

Aaron M Roth, Samantha Reig, Umang Bhatt, Jonathan Shulgach, Tamara Amin, Afsaneh Doryab, Fei Fang, Manuela Veloso

arXiv preprint arXiv:1910.11459 , Oct 2019

Leveraging Routine Behavior and Contextually-Filtered Features for Depression Detection among College Students

Xuhai Xu, Prerna Chikersal, Afsaneh Doryab, Daniella K Villalba, Janine M Dutcher, Michael J Tumminia, Tim Althoff, Sheldon Cohen, Kasey G Creswell, J David Creswell, Jennifer Mankoff, Anind K Dey

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Sept 2019

Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data

Afsaneh Doryab, Daniella K Villalba, Prerna Chikersal, Janine M Dutcher, Michael Tumminia, Xinwen Liu, Sheldon Cohen, Kasey Creswell, Jennifer Mankoff, John D Creswell, Anind K Dey

JMIR mHealth and uHealth, July 2019

Context-aware Coproduction: Implications for Recommendation Algorithms

Jiawei Chen, Afsaneh Doryab, Benjamin V Hanrahan, Alaaeddine Yousfi, Jordan Beck, Xiying Wang, Victoria Bellotti, Anind K Dey, John M Carroll

Springer, Cham, March 2019

Modeling Biobehavioral Rhythms with Passive Sensing in the Wild: A Case Study to Predict Readmission Risk after Pancreatic Surgery

Afsaneh Doryab, Anind K Dey, Grace Kao, Carissa Low

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, March 2019

2018

Extraction of Behavioral Features from Smartphone and Wearable Data

Afsaneh Doryab, Prerna Chikarsel, Xinwen Liu, Anind K Dey

arXiv preprint arXiv:1812.10394, Dec 2018

The Impact of Humanoid Affect Expression on Human Behavior in a Game-Theoretic Setting

Aaron M Roth, Umang Bhatt, Tamara Amin, Afsaneh Doryab, Fei Fang, Manuela Veloso

arXiv preprint arXiv:1806.03671, June 2018

Identifying Symptoms Using Technology

Afsaneh Doryab

Technology and Adolescent Mental Health, March 2018

2017

If It’s Convenient: Leveraging Context in Peer-to-Peer Variable Service Transaction Recommendations

Afsaneh Doryab, Victoria Bellotti, Alaaeddine Yousfi, Shuobi Wu, John M Carroll, Anind K Dey

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Sept 2017

Estimation of symptom severity during chemotherapy from passively sensed data: exploratory study

Afsaneh Doryab, Victoria Bellotti, Alaaeddine Yousfi, Shuobi Wu, John M Carroll, Anind K Dey

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Sept 2017

2016

Solving the battle of first-authorship: Using interactive technology to highlight contributions

AC BD, Christine Bauer, Afsaneh Doryab

Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, May 2016

'MASTerful'Matchmaking in Service Transactions: Inferred Abilities, Needs and Interests versus Activity Histories

Hyunggu Jung, Victoria Bellotti, Afsaneh Doryab, Dean Leitersdorf, Jiawei Chen, Benjamin V Hanrahan, Sooyeon Lee, Dan Turner, Anind K Dey, John M Carroll

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, May 2016

Modeling Transit Patterns Via Mobile App Logs

Anthony Tomasic, Aaron Steinfeld, John Zimmerman, Afsaneh Doryab

University Transportation Centers Program (US), 2016

2015

Impact factor analysis: combining prediction with parameter ranking to reveal the impact of behavior on health outcome

Afsaneh Doryab, Mads Frost, Maria Faurholt-Jepsen, Lars V Kessing, Jakob E Bardram

Personal and Ubiquitous Computing, Feb 2015

2014

Detection of behavior change in people with depression

Afsaneh Doryab, Jun Ki Min, Jason Wiese, John Zimmerman, Jason Hong

Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, June 2014

Bewell: Sensing sleep, physical activities and social interactions to promote wellbeing

Nicholas D Lane, Mu Lin, Mashfiqui Mohammod, Xiaochao Yang, Hong Lu, Giuseppe Cardone, Shahid Ali, Afsaneh Doryab, Ethan Berke, Andrew T Campbell, Tanzeem Choudhury

Mobile Networks and Applications, June 2014

Toss'n'turn: smartphone as sleep and sleep quality detector

Jun-Ki Min, Afsaneh Doryab, Jason Wiese, Shahriyar Amini, John Zimmerman, Jason I Hong

Proceedings of the SIGCHI conference on human factors in computing systems, April 2014

2013

Supporting disease insight through data analysis: refinements of the monarca self-assessment system

Mads Frost, Afsaneh Doryab, Maria Faurholt-Jepsen, Lars Vedel Kessing, Jakob E Bardram

Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing, Sept 2013

BeWell+: multi-dimensional wellbeing monitoring with community-guided user feedback and energy optimization

Mu Lin, Nicholas D Lane, Mashfiqui Mohammod, Xiaochao Yang, Hong Lu, Giuseppe Cardone, Shahid Ali, Afsaneh Doryab, Ethan Berke, Andrew T Campbell, Tanzeem Choudhury

Proceedings of the conference on Wireless Health, Oct 2012

Activity-aware recommendation for collaborative work in operating rooms

Afsaneh Doryab, Julian Togelius, Jakob Bardram

Proceedings of the 2012 ACM international conference on intelligent user interfaces, Feb 2012