Audience Tools

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

  • Conference Proceeding
    A 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 Authors: Han Zhang, Leijie Wang, Yilun Sheng, Xuhai Xu, Jennifer Mankoff, Anind K Dey
  • Journal Article, Academic Journal
    College Students’ Daily Mind Wandering is Related to Lower Social Well-Being (2023)
    Authors: Polina Beloborodova, Janine M Dutcher, Daniella K Villalba, Michael J Tumminia, Afsaneh Doryab, Kasey Creswell, Sheldon Cohen, Yasaman Sefidgar, Woosuk Seo, Jennifer Mankoff, others
  • Journal Article, Academic Journal
    Distress among undergraduates: Marginality, stressors and resilience resources (2023)
    Journal of American college health, 71(5), pp. 1445--1453 Authors: Paula S Nurius, Yasaman S Sefidgar, Kevin S Kuehn, Jake Jung, Han Zhang, Olivia Figueira, Eve A Riskin, Anind K Dey, Jennifer Mankoff
  • Journal Article, Academic Journal
    GLOBEM: 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 Authors: Xuhai Xu, Xin Liu, Han Zhang, Weichen Wang, Subigya Nepal, Yasaman Sefidgar, Woosuk Seo, Kevin S Kuehn, Jeremy F Huckins, Margie Morris, Paula S Nurius, Eve A Riskin, Shwetak Patel, Tim Althoff, Andrew Campbell, Anind K Dey, Jennifer Mankoff
  • Journal Article, Academic Journal
    A 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 Authors: Runze Yan, Xinwen Liu, Janine Dutcher, Michael Tumminia, Daniella Villalba, Sheldon Cohen, David Creswell, Kasey Creswell, Jennifer Mankoff, Anind K Dey, others
  • Conference Proceeding
    TypeOut: 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 Authors: Xuhai Xu, Tianyuan Zou, Han Xiao, Yanzhang Li, Ruolin Wang, Tianyi Yuan, Yuntao Wang, Yuanchun Shi, Jennifer Mankoff, Anind K Dey
  • Conference Proceeding
    2021, 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 Authors: Abigale Kim, Fateme Nikseresht, Janine M Dutcher, Michael Tumminia, Daniella Villalba, Sheldon Cohen, K Creswell, David Creswell, Anind K Dey, Jennifer Mankoff, others
  • Journal Article, Academic Journal
    Detecting 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 Authors: Prerna Chikersal, Afsaneh Doryab, Michael Tumminia, Daniella K Villalba, Janine M Dutcher, Xinwen Liu, Sheldon Cohen, Kasey G Creswell, Jennifer Mankoff, J David Creswell, others
  • Journal Article, Academic Journal
    Examining needs and opportunities for supporting students who experience discrimination (2021)
    arXiv preprint arXiv:2111.13266 Authors: Yasaman S Sefidgar, Paula S Nurius, Amanda Baughan, Lisa A Elkin, Anind K Dey, Eve Riskin, Jennifer Mankoff, Margie Morris
  • Workshop Paper
    Finding a New Path for HCIC (2021)
    Human Computer Interaction Consortium 2021: Accessibility (HCIC ’21) Authors: K. Mack, A. S. Ross, J. Fogarty, Alexis Hiniker, R. Karkar, Julie A. Kientz, Jennifer Mankoff, S. A. Munson, Wanda Pratt, D. Rosner
  • Conference Proceeding
    Hulamove: Using commodity imu for waist interaction (2021)
    Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, pp. 1--16 Authors: Xuhai Xu, Jiahao Li, Tianyi Yuan, Liang He, Xin Liu, Yukang Yan, Yuntao Wang, Yuanchun Shi, Jennifer Mankoff, Anind K Dey
  • Conference Proceeding
    Understanding 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 Authors: Abigale Kim, Fateme Nikseresht, Janine M Dutcher, Michael Tumminia, Daniella Villalba, Sheldon Cohen, Kasey Creswel, David Creswell, Anind K Dey, Jennifer Mankoff, others
  • Journal Article, Academic Journal
    Understanding 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 Authors: Xuhai Xu, Jennifer Mankoff, Anind K Dey
  • Journal Article, Academic Journal
    0258 Early semester sleep variability predicts depression among college students (2020)
    Sleep, 43(Unknown Issue), pp. A98 Authors: S Price, P Chikersal, A Doryab, D Villalba, J Dutcher, M Tumminia, S Cohen, K Creswell, Jennifer Mankoff, Anind K Dey, others
  • Journal Article, Academic Journal
    CoRhythMo: A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams (2020)
    bioRxiv, pp. 2020--08 Authors: Runze Yan, Xinwen Liu, Janine M Dutcher, Michael J Tumminia, Daniella Villalba, Sheldon Cohen, David Creswell, Kasey Creswell, Jennifer Mankoff, Anind K Dey, others
  • Conference Proceeding
    Clench Interface: Novel Biting Input Techniques (2019)
    Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, pp. 1--12 Authors: Xuhai Xu, Chun Yu, Anind K Dey, Jennifer Mankoff
  • Journal Article, Academic Journal
    Identifying 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 Authors: Afsaneh Doryab, Daniella K Villalba, Prerna Chikersal, Janine M Dutcher, Michael Tumminia, Xinwen Liu, Sheldon Cohen, Kasey Creswell, Jennifer Mankoff, John D Creswell, others
  • Journal Article, Academic Journal
    Passively-sensed behavioral correlates of discrimination events in college students (2019)
    Proceedings of the ACM on Human-computer Interaction, 3(CSCW), pp. 1--29 Authors: Yasaman S Sefidgar, Woosuk Seo, Kevin S Kuehn, Tim Althoff, Anne Browning, Eve Riskin, Paula S Nurius, Anind K Dey, Jennifer Mankoff
  • Conference Proceeding
    THE TEMPORAL RELATIONSHIPS BETWEEN STRESS AND GIVING AND RECEIVING SOCIAL SUPPORT (2019)
    PSYCHOSOMATIC MEDICINE, 81(4), pp. A77--A77 Authors: Janine M Dutcher, Aidan G Wright, Daniella K Villalba, Michael J Tumminia, Afsaneh Doryab, Sheldon Cohen, Kasey G Creswell, Marsha C Lovett, Jennifer Mankoff, Anind K Dey, others
  • Conference Proceeding
    The 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 Authors: Nikola Banovic, Ticha Sethapakdi, Yasasvi Hari, Anind K Dey, Jennifer Mankoff
  • Journal Article, Academic Journal
    Automated recognition of hypertension through overnight continuous HRV monitoring (2018)
    Journal of Ambient Intelligence and Humanized Computing, 9(Unknown Issue), pp. 2011--2023 Authors: Hongbo Ni, Sunyoung Cho, Jennifer Mankoff, Jun Yang, Anind K Dey
  • Data Processing System for Generating Data Structures (2018)
    Authors: Anind K Dey, Nikola Banovic, Jennifer Mankoff
  • Journal Article, Academic Journal
    A systematic approach for exploring tradeoffs in predictive HVAC control systems for buildings (2017)
    arXiv preprint arXiv:1705.02058 Authors: Joshua Gluck, Christian Koehler, Jennifer Mankoff, Anind K Dey, Yuvraj Agarwal
  • Conference Proceeding
    Leveraging 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 Authors: Nikola Banovic, Anqi Wang, Yanfeng Jin, Christie Chang, Julian Ramos, Anind K Dey, Jennifer Mankoff
  • Conference Proceeding
    Quantifying 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 Authors: Nikola Banovic, Varun Rao, Abinaya Saravanan, Anind K Dey, Jennifer Mankoff
  • Journal Article, Academic Journal
    Keyboard surface interaction: Making the keyboard into a pointing device (2016)
    arXiv preprint arXiv:1601.04029 Authors: Julian Ramos, Zhen Li, Johana Rosas, Nikola Banovic, Jennifer Mankoff, Anind K Dey
  • Conference Proceeding
    Modeling and understanding human routine behavior (2016)
    Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, pp. 248--260 Authors: Nikola Banovic, Tofi Buzali, Fanny Chevalier, Jennifer Mankoff, Anind K Dey
  • Conference Proceeding
    Indoor-ALPS: An adaptive indoor location prediction system (2014)
    Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 171--181 Authors: Christian Koehler, Nikola Banovic, Ian Oakley, Jennifer Mankoff, Anind K Dey
  • Conference Proceeding
    ProactiveTasks: 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 Authors: Nikola Banovic, Christina Brant, Jennifer Mankoff, Anind K Dey
  • Conference Proceeding
    TherML: occupancy prediction for thermostat control (2013)
    Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing, pp. 103--112 Authors: Christian Koehler, Brian D Ziebart, Jennifer Mankoff, Anind K Dey
  • Conference Proceeding
    Uncovering 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 Authors: Nikola Banovic, Rachel Franz, Khai N Truong, Jennifer Mankoff, Anind K Dey
  • Conference Proceeding
    Motivate 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) Authors: Christian Koehler, Anind K Dey, Jennifer Mankoff, Ian Oakley
  • Conference Proceeding
    Dirty 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 Authors: Amy Hurst, Jennifer Mankoff, Anind K Dey, Scott E Hudson
  • Journal Article, Academic Journal
    Designing mediation for context-aware applications (2005)
    ACM Transactions on Computer-Human Interaction (TOCHI), 12(1), pp. 53--80 Authors: Anind K Dey, Jennifer Mankoff
  • Conference Proceeding
    Supporting 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 Authors: Demi Mankoff, Anind K Dey, Jennifer Mankoff, Ken Mankoff
  • Conference Proceeding
    A 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 Authors: Tara Matthews, Anind K Dey, Jennifer Mankoff, Scott Carter, Tye Rattenbury
  • Journal Article, Academic Journal
    A peripheral display toolkit (2003)
    Authors: Tara Matthews, Tye Rattenbury, Scott Carter, Anind K Dey, Jennifer Mankoff
  • Conference Proceeding
    Applying 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 Authors: Anind K Dey, Jennifer Mankoff
  • Book, Chapter in Scholarly Book-New
    FROM 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 Authors: Jennifer Mankoff, Anind K Dey
  • Conference Proceeding
    Healthy Cities Ambient Displays (2003)
    Extended Abstracts of UbiComp Authors: Morgan Ames, Chinmayi Bettadapur, AK Dey, Jennifer Mankoff
  • Conference Proceeding
    Heuristic evaluation of ambient displays (2003)
    Proceedings of the SIGCHI conference on Human factors in computing systems, pp. 169--176 Authors: Jennifer Mankoff, Anind K Dey, Gary Hsieh, Julie A. Kientz, Scott Lederer, Morgan Ames
  • Journal Article, Academic Journal
    Managing Personal Information Disclosure in Ubiquitous Computing Environments (2003)
    Authors: Anind K Dey, Scott Lederer, Chris Beckmann, Anind K Dey, Jennifer Mankoff, others
  • Journal Article, Academic Journal
    Managing personal information disclosure in ubiquitous computing environments (2003)
    Authors: Scott Lederer, Jennifer Mankoff, Anind K Dey, Christopher Beckmann
  • Conference Proceeding
    Towards a deconstruction of the privacy space (2003)
    Proc. Workshop on Ubicomp Communities: Privacy as Boundary Negotiation Authors: Scott Lederer, Jennifer Mankoff, Anind K Dey
  • Conference Proceeding
    Who 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 Authors: Scott Lederer, Jennifer Mankoff, Anind K Dey
  • Journal Article, Academic Journal
    A conceptual model and a metaphor of everyday privacy in ubiquitous computing environments (2002)
    UC Berkeley, Berkeley, USA Authors: Scott Lederer, Anind K Dey, Jennifer Mankoff
  • Journal Article, Academic Journal
    A conceptual model and metaphor of everyday privacy in ubiquitous computing (2002)
    Ubiquitous Computing. Intel Research. Version Authors: Anind K Dey, Scott Lederer, Jennifer Mankoff, Scott Lederer, Anind K Dey, Jennifer Mankoff, Jennifer Mankoff
  • Conference Proceeding
    Distributed mediation of ambiguous context in aware environments (2002)
    Proceedings of the 15th annual ACM symposium on User interface software and technology, pp. 121--130 Authors: Anind K Dey, Jennifer Mankoff, Gregory Abowd, Scott Carter
  • Conference Proceeding
    Evaluation 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) Authors: Jennifer Mankoff, Anind K Dey
  • Conference Proceeding
    Everyday privacy in ubiquitous computing environments (2002)
    Ubicomp 2002 Workshop on Socially-informed Design of Privacy-enhancing Solutions in Ubiquitous Computing Authors: Scott Lederer, Anind K Dey, Jennifer Mankoff
  • Conference Proceeding
    Web accessibility for low bandwidth input (2002)
    Proceedings of the fifth international ACM conference on Assistive technologies, pp. 17--24 Authors: Jennifer Mankoff, Anind K Dey, Udit Batra, Melody Moore
  • Journal Article, Academic Journal
    Distributed mediation of imperfectly sensed context in aware environments (2000)
    Technical Report Authors: Anind K Dey, Jennifer Mankoff, Gregory D Abowd
  • Journal Article, Academic Journal
    Designing Mediation for Context-Aware Applications
    Authors: Jennifer Mankoff, Anind K Dey
  • Journal Article, Academic Journal
    Reducing the Need for Human-Labeled Sensor Data By Automatically Applying Domain Knowledge
    Authors: Stephanie Rosenthal, Tawanna Dillahunt, Anind K Dey, Manuela Veloso, Jennifer Mankoff