Eric B. Hekler

53 papers A* 8A 2B 3C 10Journal 13Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multisine input signal design for constrained, "plant-friendly" system identification of nonlinear systems. IFAC J. Syst. Control. Sarasij Banerjee, Eric B. Hekler, Daniel E. Rivera
2025	J	`jnl`	Model predictive control in mHealth: a decision framework for optimised personalised physical activity interventions. Int. J. Control Mohamed El Mistiri, Daniel E. Rivera, Predrag Klasnja, Junghwan Park, Eric B. Hekler
2025	A*	`conf`	Towards Dialogic and On-Demand Metaphors for Interdisciplinary Reading. CHI Matin Yarmand, Courtney N. Reed, Udayan Tandon, Eric B. Hekler, Nadir Weibel, April Yi Wang
2025	J	`jnl`	Using dataflow diagrams to support research informed consent data management communications: participant perspectives. J. Am. Medical Informatics Assoc. Brian James McInnis, Ramona Pindus, Daniah Kareem, Julie Cakici, Daniela G. Vital, Eric B. Hekler, Camille Nebeker
2025	C	`conf`	YourMove: A System Identification and Hybrid Model Predictive Control Personalized mHealth Intervention for Physical Activity. ACC Mohamed El Mistiri, Junghwan Park, Owais Khan, Sarasij Banerjee, Eric B. Hekler, Daniel E. Rivera
2024	J	`jnl`	Modeling engagement with a digital behavior change intervention (HeartSteps II): An exploratory system identification approach. J. Biomed. Informatics Steven De La Torre, Mohamed El Mistiri, Eric B. Hekler, Predrag Klasnja, Benjamin M. Marlin, Misha Pavel, Donna Spruijt-Metz, Daniel E. Rivera
2023	C	`conf`	Idiographic Dynamic Modeling for Behavioral Interventions with Mixed Data Partitioning and Discrete Simultaneous Perturbation Stochastic Approximation. ACC Rachael T. Kha, Daniel E. Rivera, Predrag V. Klasnja, Eric B. Hekler
2023	C	`conf`	System Identification and Hybrid Model Predictive Control in Personalized mHealth Interventions for Physical Activity. ACC Mohamed El Mistiri, Owais Khan, Daniel E. Rivera, Eric B. Hekler
2022	—	`conf`	A Kalman filter-based Hybrid Model Predictive Control Algorithm for Mixed Logical Dynamical Systems: Application to Optimized Interventions for Physical Activity. CDC Owais Khan, Mohamed El Mistiri, Daniel E. Rivera, Cesar A. Martin, Eric B. Hekler
2022	J	`jnl`	BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data. CoRR 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
2022	B	`conf`	BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data. CHASE 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
2022	C	`conf`	Enhanced Social Cognitive Theory Dynamic Modeling and Simulation Towards Improving the Estimation of "Just-In-Time" States. ACC Mohamed El Mistiri, Daniel E. Rivera, Predrag V. Klasnja, Junghwan Park, Eric B. Hekler
2022	C	`conf`	Model Personalization in Behavioral Interventions using Model-on-Demand Estimation and Discrete Simultaneous Perturbation Stochastic Approximation. ACC Rachael T. Kha, Daniel E. Rivera, Predrag V. Klasnja, Eric B. Hekler
2022	C	`conf`	Model Predictive Control Strategies for Optimized mHealth Interventions for Physical Activity. ACC Mohamed El Mistiri, Daniel E. Rivera, Predrag V. Klasnja, Junghwan Park, Eric B. Hekler
2021	J	`jnl`	Experiment in a Box (XB): An Interactive Technology Framework for Sustainable Health Practices. Frontiers Comput. Sci. m. c. schraefel, George Catalin Muresan, Eric B. Hekler
2020	J	`jnl`	Development of a Control-Oriented Model of Social Cognitive Theory for Optimized mHealth Behavioral Interventions. IEEE Trans. Control. Syst. Technol. César A. Martín, Daniel E. Rivera, Eric B. Hekler, William T. Riley, Matthew P. Buman, Marc A. Adams, Alicia B. Magann
2020	J	`jnl`	Editorial: Creating Evidence From Real World Patient Digital Data. Frontiers Comput. Sci. Jane Nikles, Eric J. Daza, Suzanne McDonald, Eric B. Hekler, Nicholas J. Schork
2020	J	`jnl`	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. Kai R. Larsen, Eric B. Hekler, Michael J. Paul, Bryan Smith Gibson
2020	J	`jnl`	System Identification of Just Walk: Using Matchable-Observable Linear Parametrizations. IEEE Trans. Control. Syst. Technol. Paulo J. Lopes dos Santos, Mohammad T. Freigoun, César A. Martín, Daniel E. Rivera, Eric B. Hekler, Rodrigo Alvite Romano, Teresa Paula Azevedo Perdicoúlis
2020	J	`jnl`	Tuning: an approach for supporting healthful adaptation. Interactions Monica M. C. Schraefel, Eric B. Hekler
2020	J	`jnl`	Using Self-Study and Peer-to-Peer Support to Change "Sick" Care to "Health" Care: The Patient Perspective. Frontiers Digit. Health Camille Nebeker, Bethany Weisberg, Eric B. Hekler, Michael Kurisu
2019	A	`conf`	Exploring, Defining, & Advancing Community-Driven Design for Social Impact. Conference on Designing Interactive Systems (Companion Volume) 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
2019	—	`conf`	SMART 2.0: A Multimodal Weight Loss Intervention for Young Adults. CHI Extended Abstracts Lisa M. Grega, Nadir Weibel, Shadia J. Assi, Natalie M. Golaszewski, Eric B. Hekler, Job G. Godino
2019	A*	`conf`	Supporting Coping with Parkinson's Disease Through Self Tracking. CHI Sonali R. Mishra, Predrag V. Klasnja, John MacDuffie Woodburn, Eric B. Hekler, Larsson Omberg, Michael Kellen, Lara M. Mangravite
2019	—	`conf`	The Body as Starting Point: Applying Inside Body Knowledge for Inbodied Design. CHI Extended Abstracts Josh Andres, m. c. schraefel, Aaron Tabor, Eric B. Hekler
2019	—	`conf`	WellComm2019: Towards Tools for Groups to Build Their Own Healthful Workplace Cultures. CSCW Companion m. c. schraefel, Eric B. Hekler, Jennifer C. Taylor
2018	J	`jnl`	Modeling individual differences: A case study of the application of system identification for personalizing a physical activity intervention. J. Biomed. Informatics 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
2017	—	`ch.`	Control Systems Engineering for Optimizing Behavioral mHealth Interventions. Mobile Health - Sensors, Analytic Methods, and Applications Daniel E. Rivera, César A. Martín, Kevin P. Timms, Sunil Deshpande, Naresh N. Nandola, Eric B. Hekler
2017	—	`book`	Mobile User Research: A Practical Guide Sunny Consolvo, Frank R. Bentley, Eric B. Hekler, Sayali S. Phatak
2017	—	`ch.`	Modeling Opportunities in mHealth Cyber-Physical Systems. Mobile Health - Sensors, Analytic Methods, and Applications Wendy Nilsen, Emre Ertin, Eric B. Hekler, Santosh Kumar, Insup Lee, Rahul Mangharam, Misha Pavel, James M. Rehg, William T. Riley, Daniel E. Rivera, Donna Spruijt-Metz
2017	A*	`conf`	Self-Experimentation for Behavior Change: Design and Formative Evaluation of Two Approaches. CHI Jisoo Lee, Erin Walker, Winslow Burleson, Matthew Kay, Matthew P. Buman, Eric B. Hekler
2017	C	`conf`	System identification of Just Walk: A behavioral mHealth intervention for promoting physical activity. ACC Mohammad T. Freigoun, Cesar A. Martin, Alicia B. Magann, Daniel E. Rivera, Sayali S. Phatak, Elizabeth V. Korinek, Eric B. Hekler
2017	A*	`conf`	Toward Usable Evidence: Optimizing Knowledge Accumulation in HCI Research on Health Behavior Change. CHI Predrag V. Klasnja, Eric B. Hekler, Elizabeth V. Korinek, John Harlow, Sonali R. Mishra
2016	C	`conf`	A decision framework for an adaptive behavioral intervention for physical activity using hybrid model predictive control. ACC Cesar A. Martin, Daniel E. Rivera, Eric B. Hekler
2016	—	`conf`	An enhanced identification test monitoring procedure for MIMO systems relying on uncertainty estimates. CDC Cesar A. Martin, Daniel E. Rivera, Eric B. Hekler
2016	A*	`conf`	Developing and Validating the User Burden Scale: A Tool for Assessing User Burden in Computing Systems. CHI Hyewon Suh, Nina Shahriaree, Eric B. Hekler, Julie A. Kientz
2016	B	`conf`	Formalization of Computational Human Behavior Models for Contextual Persuasive Technology. PERSUASIVE Tylar Murray, Eric B. Hekler, Donna Spruijt-Metz, Daniel E. Rivera, Andrew Raij
2016	—	`conf`	Helping Users Set Rules for Defining Short-Term Activity Goals. CHI Extended Abstracts Jisoo Lee, Eric B. Hekler, Emil Chiauzzi, Auriell Towner, Marcy Fitz-Randolph
2016	A*	`conf`	Researcher-Centered Design of Statistics: Why Bayesian Statistics Better Fit the Culture and Incentives of HCI. CHI Matthew Kay, Gregory L. Nelson, Eric B. Hekler
2016	—	`conf`	Venting Weight: Analyzing the Discourse of an Online Weight Loss Forum. AAAI Workshop: WWW and Population Health Intelligence Lydia Manikonda, Heather Pon-Barry, Subbarao Kambhampati, Eric B. Hekler, David W. McDonald
2015	C	`conf`	A system identification approach for improving behavioral interventions based on Social Cognitive Theory. ACC Cesar A. Martin, Sunil Deshpande, Eric B. Hekler, Daniel E. Rivera
2015	—	`conf`	An identification test monitoring procedure for MIMO systems based on statistical uncertainty estimation. CDC Cesar A. Martin, Daniel E. Rivera, Eric B. Hekler
2015	—	`conf`	Understanding Users' Creation of Behavior Change Plans with Theory-Based Support. CHI Extended Abstracts Jisoo Lee, Erin Walker, Winslow Burleson, Eric B. Hekler
2014	A*	`conf`	"healthifying" exergames: improving health outcomes through intentional priming. CHI Frank X. Chen, Abby C. King, Eric B. Hekler
2014	C	`conf`	A dynamical systems model of Social Cognitive Theory. ACC Cesar A. Martin, Daniel E. Rivera, William T. Riley, Eric B. Hekler, Matthew P. Buman, Marc A. Adams, Abby C. King
2014	—	`conf`	Exploring users' creation of personalized behavioral plans. UbiComp Adjunct Jisoo Lee, Winslow Burleson, Erin Walker, Eric B. Hekler
2014	—	`conf`	Leveraging intensive longitudinal data to better understand health behaviors. EMBC Kevin P. Timms, Cesar A. Martin, Daniel E. Rivera, Eric B. Hekler, William T. Riley
2014	B	`conf`	Losing It Online: Characterizing Participation in an Online Weight Loss Community. GROUP Victor Li, David W. McDonald, Elizabeth V. Eikey, Jessica Sweeney, Janessa Escajeda, Gaurav Dubey, Kaitlin Riley, Erika Shehan Poole, Eric B. Hekler
2014	—	`conf`	Programming tool of context-aware applications for behavior change. UbiComp Adjunct Jisoo Lee, Winslow Burleson, Erin Walker, Eric B. Hekler
2013	—	`conf`	A glanceable mobile avatar for behavior change. Wireless Health Tylar Murray, Luis Gabriel Jaimes, Eric B. Hekler, Donna Spruijt-Metz, Andrew Raij
2013	—	`conf`	Avatar Interfaces for Biobehavioral Feedback. HCI (10) Tylar Murray, Delquawn Hardy, Donna Spruijt-Metz, Eric B. Hekler, Andrew Raij
2013	A*	`conf`	Mind the theoretical gap: interpreting, using, and developing behavioral theory in HCI research. CHI Eric B. Hekler, Predrag V. Klasnja, Jon Froehlich, Matthew P. Buman
2011	A	`conf`	Designing for context-aware health self-monitoring, feedback, and engagement. CSCW Frank X. Chen, Eric B. Hekler, Jinhui Hu, Shen Li, Candy Zhao