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Publications

Check the two papers introducing GLOBEM datasets and GLOBEM platform.


       

Below is a list of research articles published by UW-EXP Study Team based on the GLOBEM datasets and platform.

2022

  • X. Xu, H. Zhang, Y. Sefidgar, Y. Ren, X. Liu, W. Seo, J. Brown, K. Kuehn, M. Merrill, P. Nurius, S. Patel, T. Althoff, M. E. Morris, E. Riskin, J. Mankoff, and A. K. Dey. GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization. In Thirty-sixth Conference on Neural Information Processing Systems Datasets and Benchmarks Track, page 18, 2022.
  • X. Xu, X. Liu, H. Zhang, W. Wang, S. Nepal, K. S. Kuehn, J. Huckins, M. E. Morris, P. S. Nurius, E. A. Riskin, S. Patel, T. Althoff, A. Campell, A. K. Dey, and J. Mankoff. Globem: Cross-dataset generalization of longitudinal human behavior modeling. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, (1):1, 2022.
  • H. Zhang, M. E. Morris, P. S. Nurius, K. Mack, J. Brown, K. S. Kuehn, Y. S. Sefidgar, X. Xu, E. A. Riskin, A. K. Dey, and J. Mankoff. Impact of Online Learning in the Context of COVID-19 on Undergraduates with Disabilities and Mental Health Concerns. ACM Transactions on Accessible Computing, page 3538514, July 2022.

2021

  • X. Xu, J. Mankoff, and A. K. Dey. Understanding practices and needs of researchers in human state modeling by passive mobile sensing. CCF Transactions on Pervasive Computing and Interaction, July 2021.
  • P. S. Nurius, Y. S. Sefidgar, K. S. Kuehn, J. Jung, H. Zhang, O. Figueira, E. A. Riskin, A. K. Dey, and J. C. Mankoff. Distress among undergraduates: Marginality, stressors and resilience resources. Journal of American College Health, pages 1–9, July 2021.
  • M. E. Morris, K. S. Kuehn, J. Brown, P. S. Nurius, H. Zhang, Y. S. Sefidgar, X. Xu, E. A. Riskin, A. K. Dey, S. Consolvo, and J. C. Mankoff. College from home during COVID-19: A mixed-methods study of heterogeneous experiences. PLOS ONE, 16(6):e0251580, June 2021.
  • X. Xu, P. Chikersal, J. M. Dutcher, Y. S. Sefidgar, W. Seo, M. J. Tumminia, D. K. Villalba, S. Cohen, K. G. Creswell, J. D. Creswell, A. Doryab, P. S. Nurius, E. Riskin, A. K. Dey, and J. Mankoff. Leveraging Collaborative-Filtering for Personalized Behavior Modeling: A Case Study of Depression Detection among College Students. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 5(1):1–27, Mar. 2021.

2020

  • H. Zhang, P. Nurius, Y. Sefidgar, M. Morris, S. Balasubramanian, J. Brown, A. K. Dey, K. Kuehn, E. Riskin, X. Xu, and J. Mankoff. How Does COVID-19 impact Students with Disabilities/Health Concerns? In arXiv. arXiv, May 2020. arXiv:2005.05438 [cs].

2019

  • Y. S. Sefidgar, W. Seo, K. S. Kuehn, T. Althoff, A. Browning, E. Riskin, P. S. Nurius, A. K. Dey, and J. Mankoff. Passively-sensed Behavioral Correlates of Discrimination Events in College Students. Proceedings of the ACM on Human-Computer Interaction, 3(CSCW):1–29, Nov. 2019.
  • X. Xu, P. Chikersal, A. Doryab, D. K. Villalba, J. M. Dutcher, M. J. Tumminia, T. Althoff, S. Cohen, K. G. Creswell, J. D. Creswell, J. Mankoff, and A. K. Dey. Leveraging Routine Behavior and ContextuallyFiltered Features for Depression Detection among College Students. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 3(3):1–33, Sept. 2019.