Biography
Jennifer Mankoff is the Richard E. Ladner Professor in the Paul G. Allen School of Computer Science & Engineering at the University of Washington. Her research is focused on giving people the voice, tools and agency to advocate for themselves. She strives to bring both structural and personal perspectives to her work. For example, her recent work in the intersection of mental health and discrimination uses sensed data to explore how external risks and pressures interact with people’s responses to challenging moments. Similarly, her work in fabrication of accessible technologies considers not only innovative tools that can enable individual makers but also the larger clinical and sociological challenges to disseminating and sharing designs. Jennifer received her PhD at Georgia Tech, advised by Gregory Abowd and Scott Hudson, and her B.A. from Oberlin College.
Her previous faculty positions include UC Berkeley’s EECS department and Carnegie Mellon’s HCI Institute. Jennifer has been recognized with an Alfred P. Sloan Fellowship, IBM Faculty Fellowship and Best Paper awards from ASSETS, CHI and Mobile HCI. Some supporters of her research include Autodesk, Google Inc., the Intel Corporation, IBM, Hewlett-Packard, Microsoft Corporation and the National Science Foundation.
Awards
- Distinguished Paper Award - IMWUT/UbiComp 2023, 2023
Publications and Contributions
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Conference ProceedingA Framework for Designing Fair Ubiquitous Computing Systems (2023)Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing \& the 2023 ACM International Symposium on Wearable Computing, pp. 366--373
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Journal Article, Academic JournalCollege Students’ Daily Mind Wandering is Related to Lower Social Well-Being (2023)
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Journal Article, Academic JournalDistress among undergraduates: Marginality, stressors and resilience resources (2023)Journal of American college health, 71(5), pp. 1445--1453
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Journal Article, Academic JournalGLOBEM: Cross-Dataset Generalization of Longitudinal Human Behavior Modeling (2023)Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 6(4), pp. 1--34
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Journal Article, Academic JournalA computational framework for modeling biobehavioral rhythms from mobile and wearable data streams (2022)ACM Transactions on Intelligent Systems and Technology (TIST), 13(3), pp. 1--27
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Conference ProceedingTypeOut: leveraging just-in-time self-affirmation for smartphone overuse reduction (2022)Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems, pp. 1--17
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Conference Proceeding2021, April. Understanding health and behavioral trends of successful students through machine learning models. In International Conference on Human Interaction and Emerging Technologies (pp. 516-525). Springer, Cham. (2021)International Conference on Human Interaction and Emerging Technologies
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Journal Article, Academic JournalDetecting depression and predicting its onset using longitudinal symptoms captured by passive sensing: a machine learning approach with robust feature selection (2021)ACM Transactions on Computer-Human Interaction (TOCHI), 28(1), pp. 1--41
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Journal Article, Academic JournalExamining needs and opportunities for supporting students who experience discrimination (2021)arXiv preprint arXiv:2111.13266
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Workshop PaperFinding a New Path for HCIC (2021)Human Computer Interaction Consortium 2021: Accessibility (HCIC ’21)
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Conference ProceedingHulamove: Using commodity imu for waist interaction (2021)Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, pp. 1--16
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Conference ProceedingUnderstanding health and behavioral trends of successful students through machine learning models (2021)Human Interaction, Emerging Technologies and Future Applications IV: Proceedings of the 4th International Conference on Human Interaction and Emerging Technologies: Future Applications (IHIET--AI 2021), April 28-30, 2021, Strasbourg, France 4, pp. 516--525
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Journal Article, Academic JournalUnderstanding practices and needs of researchers in human state modeling by passive mobile sensing (2021)CCF Transactions on Pervasive Computing and Interaction, 3(Unknown Issue), pp. 344--366
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Journal Article, Academic Journal0258 Early semester sleep variability predicts depression among college students (2020)Sleep, 43(Unknown Issue), pp. A98
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Journal Article, Academic JournalCoRhythMo: A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams (2020)bioRxiv, pp. 2020--08
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Conference ProceedingClench Interface: Novel Biting Input Techniques (2019)Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, pp. 1--12
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Journal Article, Academic JournalIdentifying behavioral phenotypes of loneliness and social isolation with passive sensing: statistical analysis, data mining and machine learning of smartphone and fitbit data (2019)JMIR mHealth and uHealth, 7(7), pp. e13209
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Journal Article, Academic JournalPassively-sensed behavioral correlates of discrimination events in college students (2019)Proceedings of the ACM on Human-computer Interaction, 3(CSCW), pp. 1--29
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Conference ProceedingTHE TEMPORAL RELATIONSHIPS BETWEEN STRESS AND GIVING AND RECEIVING SOCIAL SUPPORT (2019)PSYCHOSOMATIC MEDICINE, 81(4), pp. A77--A77
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Conference ProceedingThe limits of expert text entry speed on mobile keyboards with autocorrect (2019)Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, pp. 1--12
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Journal Article, Academic JournalAutomated recognition of hypertension through overnight continuous HRV monitoring (2018)Journal of Ambient Intelligence and Humanized Computing, 9(Unknown Issue), pp. 2011--2023
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Data Processing System for Generating Data Structures (2018)
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Journal Article, Academic JournalA systematic approach for exploring tradeoffs in predictive HVAC control systems for buildings (2017)arXiv preprint arXiv:1705.02058
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Conference ProceedingLeveraging human routine models to detect and generate human behaviors (2017)Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, pp. 6683--6694
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Conference ProceedingQuantifying aversion to costly typing errors in expert mobile text entry (2017)Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, pp. 4229--4241
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Journal Article, Academic JournalKeyboard surface interaction: Making the keyboard into a pointing device (2016)arXiv preprint arXiv:1601.04029
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Conference ProceedingModeling and understanding human routine behavior (2016)Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, pp. 248--260
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Conference ProceedingIndoor-ALPS: An adaptive indoor location prediction system (2014)Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 171--181
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Conference ProceedingProactiveTasks: the short of mobile device use sessions (2014)Proceedings of the 16th international conference on Human-computer interaction with mobile devices \& services, pp. 243--252
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Conference ProceedingTherML: occupancy prediction for thermostat control (2013)Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing, pp. 103--112
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Conference ProceedingUncovering information needs for independent spatial learning for users who are visually impaired (2013)Proceedings of the 15th international ACM SIGACCESS conference on computers and accessibility, pp. 1--8
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Conference ProceedingMotivate Environmentally Sustainable Thermostat-Use through Goal-Setting, Just-In-Time Recommendations, and Behavior Reflection (2010)Mobile HCI 2010 Workshop on Nudge and Influence Through Mobile Devices (NIMD’10)
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Conference ProceedingDirty desktops: using a patina of magnetic mouse dust to make common interactor targets easier to select (2007)Proceedings of the 20th annual ACM symposium on User interface software and technology, pp. 183--186
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Conference PaperDesigning Mediation for Context-Aware Applications (2005)Transactions on Computer-Human Interaction, 12(1), pp. 53–80
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Journal Article, Academic JournalDesigning mediation for context-aware applications (2005)ACM Transactions on Computer-Human Interaction (TOCHI), 12(1), pp. 53--80
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Conference ProceedingSupporting interspecies social awareness: using peripheral displays for distributed pack awareness (2005)Proceedings of the 18th annual ACM symposium on User interface software and technology, pp. 253--258
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Conference ProceedingA toolkit for managing user attention in peripheral displays (2004)Proceedings of the 17th annual ACM symposium on User interface software and technology, pp. 247--256
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Journal Article, Academic JournalA peripheral display toolkit (2003)
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Conference ProceedingApplying heuristic evaluation to ambient displays (2003)Presented at the CHI 2003 (ACM Conference on Human Factors in Computing Systems) Workshop on Providing Elegant Peripheral Awareness
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Book, Chapter in Scholarly Book-NewFROM CONCEPTION TO DESIGN, A Practical Guide to Designing Ambient Displays (2003)Public and Situated Displays: Social and Interactional Aspects of Shared Display Technologies, pp. 210--230
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Conference ProceedingHealthy Cities Ambient Displays (2003)Extended Abstracts of UbiComp
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Conference ProceedingHeuristic evaluation of ambient displays (2003)Proceedings of the SIGCHI conference on Human factors in computing systems, pp. 169--176
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Journal Article, Academic JournalManaging Personal Information Disclosure in Ubiquitous Computing Environments (2003)
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Journal Article, Academic JournalManaging personal information disclosure in ubiquitous computing environments (2003)
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Conference ProceedingTowards a deconstruction of the privacy space (2003)Proc. Workshop on Ubicomp Communities: Privacy as Boundary Negotiation
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Conference ProceedingWho wants to know what when? privacy preference determinants in ubiquitous computing (2003)CHI'03 extended abstracts on Human factors in computing systems, pp. 724--725
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Journal Article, Academic JournalA conceptual model and a metaphor of everyday privacy in ubiquitous computing environments (2002)UC Berkeley, Berkeley, USA
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Journal Article, Academic JournalA conceptual model and metaphor of everyday privacy in ubiquitous computing (2002)Ubiquitous Computing. Intel Research. Version
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Conference ProceedingDistributed mediation of ambiguous context in aware environments (2002)Proceedings of the 15th annual ACM symposium on User interface software and technology, pp. 121--130
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Conference ProceedingEvaluation of Ambient Displays (2002)Presented at the UBICOMP 2002 (4th International Conference on Ubiquitous Computing) Workshop on the Design and Evaluation of Notification Interfaces for Ubiquitous Computing, 1(5)
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Conference ProceedingEveryday privacy in ubiquitous computing environments (2002)Ubicomp 2002 Workshop on Socially-informed Design of Privacy-enhancing Solutions in Ubiquitous Computing
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Conference ProceedingWeb accessibility for low bandwidth input (2002)Proceedings of the fifth international ACM conference on Assistive technologies, pp. 17--24
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Journal Article, Academic JournalDistributed mediation of imperfectly sensed context in aware environments (2000)Technical Report