Publications

2020

Can Smartphone Co-locations Detect Friendship? It Depends on How You Model It [PDF]

MM Malik, A Doryab, M Merrill, AK Dey

arXiv preprint arXiv:2008.02919, July 2020

A Deep Learning Framework for Prediction of Readmission Risk After Cancer Surgery From Mobile Data Streams

A Doryab

Proceedings of Deep Learning for Wellbeing Applications Leveraging Mobile Devices and Edge Computing, June 2020

Modeling Biological Rhythms to Predict Mental and Physical Readiness [PDF]

Ben Carper, Dillon McGowan, Samantha Miller, Joe Nelson, Leah Palombi, Lina Romeo, Kayla Spigelman, Afsaneh Doryab

2020 Systems and Information Engineering Design Symposium (SIEDS), April 2020

CoRhythMo: A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams [PDF]

Runze Yan, Xinwen Liu, Janine Dutcher, Michael Tumminia, Daniella Villalba, Sheldon Cohen, David Creswell, Kasey Creswell, Jennifer Mankoff, Anind Dey, Afsaneh Doryab

bioRxiv, Jan 2020

2019

A Robot’s Expressive Language Affects Human Strategy and Perceptions in a Competitive Game [PDF]

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

2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), Oct 2019

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 [PDF]

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

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

International Conference on Information, March 2019

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 [PDF]

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 [PDF]

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

arXiv preprint arXiv:1806.03671, June 2018

Identifying Symptoms Using Technology [PDF]

Afsaneh Doryab

Technology and Adolescent Mental Health, March 2018

2017

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

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 [PDF]

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

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 [PDF]

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 [PDF]

Anthony Tomasic, Aaron Steinfeld, John Zimmerman, Afsaneh Doryab

University Transportation Centers Program (US)

2015

Impact Factor Analysis: Combining Prediction With Parameter Ranking to Reveal the Impact of Behavior on Health Outcome [PDF]

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

Personal and Ubiquitous Computing, July 2015

2014

Can Your Smartphone Reveal If You Are Depressed? [PDF]

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

KDD 2014 Workshop on Connected Health at Big Data Era, July 2014

Detection of Behavior Change in People with Depression [PDF]

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

Modern Artificial Intelligence for Health Analytics Workshop at the Twenty-Eighth AAAI Conference on Artificial Intelligence, June 2014

BeWell: Sensing Sleep, Physical Activities and Social Interactions to Promote Wellbeing [PDF]

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 [PDF]

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 [PDF]

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

Disease Insights Through Analysis: Using Machine Learning to Provide Feedback in the MONARCA System [PDF]

Mads Frost, Afsaneh Doryab, Jakob E Bardram

Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare, May 2013

2012

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 Recognition in Collaborative Environments

Afsaneh Doryab, Julian Togelius

The 2012 International Joint Conference on Neural Networks (IJCNN), June 2012

Activity-Aware Recommendation for Collaborative Work in Operating Rooms [PDF]

Afsaneh Doryab, Julian Togelius, Jakob Bardram

Proceedings of the 2012 ACM International Conference on Intelligent User Interfaces, Feb 2012

2011

Context- and Activity-awareness in Collaborative Environments [PDF]

Afsaneh Doryab, Jakob Bardram

Proceedings of the 2011 International Qorkshop on Situation Activity & Goal Awareness, Sept 2011

Bewell: A Smartphone Application to Monitor, Model and Promote Wellbeing [PDF]

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

5th International ICST Conference on Pervasive Computing Technologies for Healthcare, May 2011

Phase Recognition During Surgical Procedures Using Embedded and Body-worn Sensors [PDF]

Jakob E Bardram, Afsaneh Doryab, Rune M Jensen, Poul M Lange, Kristian LG Nielsen, Søren T Petersen

2011 IEEE International Conference on Pervasive Computing and Communications (PerCom), March 2011

Activity Analysis: Applying Activity Theory to Analyze Complex Work in Hospitals [PDF]

Jakob Bardram, Afsaneh Doryab

Proceedings of the ACM 2011 Conference on Computer Supported Cooperative Work, March 2011

Designing Activity-aware Recommender Systems for Operating Rooms [PDF]

Afsaneh Doryab, Jakob E Bardram

Proceedings of the 2011 Workshop on Context-awareness in Retrieval and Recommendation, Feb 2011

2009

Clinical Surfaces – Activity-Based Computing for Distributed Multi-Display Environments in Hospitals [PDF]

Jakob Bardram, Jonathan Bunde-Pedersen, Afsaneh Doryab, Steffen Sørensen

IFIP Conference on Human-Computer Interaction, July 2009

Concurrent Activity Recognition for Clinical Work [PDF]

Afsaneh Doryab, Julian Togelius