Eric B. Hekler

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 29

Top Topics

Physical Activity

Probabilistic Modeling

Predictive Control

Top Venues

CHI Extended Abstracts

Publications

Mohamed El Mistiri, Owais Khan, Daniel E. Rivera, Eric B. Hekler
System Identification and Hybrid Model Predictive Control in Personalized mHealth Interventions for Physical Activity. ACC (2023)
Rachael T. Kha, Daniel E. Rivera, Predrag V. Klasnja, Eric B. Hekler
Idiographic Dynamic Modeling for Behavioral Interventions with Mixed Data Partitioning and Discrete Simultaneous Perturbation Stochastic Approximation. ACC (2023)
Karine Tung, Steven De La Torre, Mohamed El Mistiri, Rebecca Braga De Braganca, Eric B. Hekler, Misha Pavel, Daniel E. Rivera, Pedja Klasnja, Donna Spruijt-Metz, Benjamin M. Marlin
BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data. CoRR (2022)
Rachael T. Kha, Daniel E. Rivera, Predrag V. Klasnja, Eric B. Hekler
Model Personalization in Behavioral Interventions using Model-on-Demand Estimation and Discrete Simultaneous Perturbation Stochastic Approximation. ACC (2022)
Mohamed El Mistiri, Daniel E. Rivera, Predrag V. Klasnja, Junghwan Park, Eric B. Hekler
Enhanced Social Cognitive Theory Dynamic Modeling and Simulation Towards Improving the Estimation of "Just-In-Time" States. ACC (2022)
Karine Tung, Steven De La Torre, Mohamed El Mistiri, Rebecca Braga De Braganca, Eric B. Hekler, Misha Pavel, Daniel E. Rivera, Pedja Klasnja, Donna Spruijt-Metz, Benjamin M. Marlin
BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data. CHASE (2022)
Owais Khan, Mohamed El Mistiri, Daniel E. Rivera, Cesar A. Martin, Eric B. Hekler
A Kalman filter-based Hybrid Model Predictive Control Algorithm for Mixed Logical Dynamical Systems: Application to Optimized Interventions for Physical Activity. CDC (2022)
Mohamed El Mistiri, Daniel E. Rivera, Predrag V. Klasnja, Junghwan Park, Eric B. Hekler
Model Predictive Control Strategies for Optimized mHealth Interventions for Physical Activity. ACC (2022)
Kai R. Larsen, Eric B. Hekler, Michael J. Paul, Bryan Smith Gibson
Improving Usability of Social and Behavioral Sciences' Evidence: A Call to Action for a National Infrastructure Project for Mining Our Knowledge. Commun. Assoc. Inf. Syst. 46 (2020)
Camille Nebeker, Bethany Weisberg, Eric B. Hekler, Michael Kurisu
Using Self-Study and Peer-to-Peer Support to Change "Sick" Care to "Health" Care: The Patient Perspective. Frontiers Digit. Health 2 (2020)
César A. Martín, Daniel E. Rivera, Eric B. Hekler, William T. Riley, Matthew P. Buman, Marc A. Adams, Alicia B. Magann
Development of a Control-Oriented Model of Social Cognitive Theory for Optimized mHealth Behavioral Interventions. IEEE Trans. Control. Syst. Technol. 28 (2) (2020)
Monica M. C. Schraefel, Eric B. Hekler
Tuning: an approach for supporting healthful adaptation. Interactions 27 (2) (2020)
Paulo J. Lopes dos Santos, Mohammad T. Freigoun, César A. Martín, Daniel E. Rivera, Eric B. Hekler, Rodrigo Alvite Romano, Teresa Paula Azevedo Perdicoúlis
System Identification of Just Walk: Using Matchable-Observable Linear Parametrizations. IEEE Trans. Control. Syst. Technol. 28 (1) (2020)
Josh Andres, m. c. schraefel, Aaron Tabor, Eric B. Hekler
The Body as Starting Point: Applying Inside Body Knowledge for Inbodied Design. CHI Extended Abstracts (2019)
Eric B. Hekler, Jennifer C. Taylor, Steven P. Dow, Michele Morris, Faren J. Grant, Sayali S. Phatak, Don Norman, m. c. schraefel, Dana M. Lewis
Exploring, Defining, & Advancing Community-Driven Design for Social Impact. Conference on Designing Interactive Systems (Companion Volume) (2019)
Lisa M. Grega, Nadir Weibel, Shadia J. Assi, Natalie M. Golaszewski, Eric B. Hekler, Job G. Godino
SMART 2.0: A Multimodal Weight Loss Intervention for Young Adults. CHI Extended Abstracts (2019)
Sonali R. Mishra, Predrag V. Klasnja, John MacDuffie Woodburn, Eric B. Hekler, Larsson Omberg, Michael Kellen, Lara Mangravite
Supporting Coping with Parkinson's Disease Through Self Tracking. CHI (2019)
m. c. schraefel, Eric B. Hekler, Jennifer C. Taylor
WellComm2019: Towards Tools for Groups to Build Their Own Healthful Workplace Cultures. CSCW Companion (2019)
Sayali S. Phatak, Mohammad T. Freigoun, César A. Martín, Daniel E. Rivera, Elizabeth V. Korinek, Marc A. Adams, Matthew P. Buman, Predrag V. Klasnja, Eric B. Hekler
Modeling individual differences: A case study of the application of system identification for personalizing a physical activity intervention. J. Biomed. Informatics 79 (2018)
Jisoo Lee, Erin Walker, Winslow Burleson, Matthew Kay, Matthew P. Buman, Eric B. Hekler
Self-Experimentation for Behavior Change: Design and Formative Evaluation of Two Approaches. CHI (2017)
Predrag V. Klasnja, Eric B. Hekler, Elizabeth V. Korinek, John Harlow, Sonali R. Mishra
Toward Usable Evidence: Optimizing Knowledge Accumulation in HCI Research on Health Behavior Change. CHI (2017)
Mohammad T. Freigoun, Cesar A. Martin, Alicia B. Magann, Daniel E. Rivera, Sayali S. Phatak, Elizabeth V. Korinek, Eric B. Hekler
System identification of Just Walk: A behavioral mHealth intervention for promoting physical activity. ACC (2017)
Lydia Manikonda, Heather Pon-Barry, Subbarao Kambhampati, Eric B. Hekler, David W. McDonald
Venting Weight: Analyzing the Discourse of an Online Weight Loss Forum. AAAI Workshop: WWW and Population Health Intelligence (2016)
Cesar A. Martin, Daniel E. Rivera, Eric B. Hekler
A decision framework for an adaptive behavioral intervention for physical activity using hybrid model predictive control. ACC (2016)
Tylar Murray, Eric B. Hekler, Donna Spruijt-Metz, Daniel E. Rivera, Andrew Raij
Formalization of Computational Human Behavior Models for Contextual Persuasive Technology. PERSUASIVE (2016)
Jisoo Lee, Eric B. Hekler, Emil Chiauzzi, Auriell Towner, Marcy Fitz-Randolph
Helping Users Set Rules for Defining Short-Term Activity Goals. CHI Extended Abstracts (2016)
Hyewon Suh, Nina Shahriaree, Eric B. Hekler, Julie A. Kientz
Developing and Validating the User Burden Scale: A Tool for Assessing User Burden in Computing Systems. CHI (2016)
Matthew Kay, Gregory L. Nelson, Eric B. Hekler
Researcher-Centered Design of Statistics: Why Bayesian Statistics Better Fit the Culture and Incentives of HCI. CHI (2016)
Cesar A. Martin, Daniel E. Rivera, Eric B. Hekler
An enhanced identification test monitoring procedure for MIMO systems relying on uncertainty estimates. CDC (2016)
Cesar A. Martin, Sunil Deshpande, Eric B. Hekler, Daniel E. Rivera
A system identification approach for improving behavioral interventions based on Social Cognitive Theory. ACC (2015)
Cesar A. Martin, Daniel E. Rivera, Eric B. Hekler
An identification test monitoring procedure for MIMO systems based on statistical uncertainty estimation. CDC (2015)
Jisoo Lee, Erin Walker, Winslow Burleson, Eric B. Hekler
Understanding Users' Creation of Behavior Change Plans with Theory-Based Support. CHI Extended Abstracts (2015)
Kevin P. Timms, Cesar A. Martin, Daniel E. Rivera, Eric B. Hekler, William T. Riley
Leveraging intensive longitudinal data to better understand health behaviors. EMBC (2014)
Frank X. Chen, Abby C. King, Eric B. Hekler
"healthifying" exergames: improving health outcomes through intentional priming. CHI (2014)
Cesar A. Martin, Daniel E. Rivera, William T. Riley, Eric B. Hekler, Matthew P. Buman, Marc A. Adams, Abby C. King
A dynamical systems model of Social Cognitive Theory. ACC (2014)
Jisoo Lee, Winslow Burleson, Erin Walker, Eric B. Hekler
Exploring users' creation of personalized behavioral plans. UbiComp Adjunct (2014)
Victor Li, David W. McDonald, Elizabeth V. Eikey, Jessica Sweeney, Janessa Escajeda, Guarav Dubey, Kaitlin Riley, Erika Shehan Poole, Eric B. Hekler
Losing It Online: Characterizing Participation in an Online Weight Loss Community. GROUP (2014)
Jisoo Lee, Winslow Burleson, Erin Walker, Eric B. Hekler
Programming tool of context-aware applications for behavior change. UbiComp Adjunct (2014)
Tylar Murray, Delquawn Hardy, Donna Spruijt-Metz, Eric B. Hekler, Andrew Raij
Avatar Interfaces for Biobehavioral Feedback. HCI (10) (2013)
Eric B. Hekler, Predrag V. Klasnja, Jon Froehlich, Matthew P. Buman
Mind the theoretical gap: interpreting, using, and developing behavioral theory in HCI research. CHI (2013)
Tylar Murray, Luis Gabriel Jaimes, Eric B. Hekler, Donna Spruijt-Metz, Andrew Raij
A glanceable mobile avatar for behavior change. Wireless Health (2013)
Frank X. Chen, Eric B. Hekler, Jinhui Hu, Shen Li, Candy Zhao
Designing for context-aware health self-monitoring, feedback, and engagement. CSCW (2011)