Publications

  • Mohammed Shahed Sorower, Michael Slater, Thomas Dietterich (2015). Improving Automated Email Tagging with Implicit Feedback. UIST ’15 Proceedings of the 28th Annual ACM Symposium on User Interface Software and Technology. 201-211 DOI 10.1145/2807442.2807501. PDF Preprint. Presentation.
  • Jensen, C., Lonsdale, H., Wynn, E., Cao, J., Slater, M., Dietterich, T. G. (2010). The life and times of files and information: a study of desktop provenance. pp. 767-776. In E. D. Mynatt, D. Schoner, G. Fitzpatrick, S. E. Hudson, K. Edwards, T. Rodden (Eds.) Proceedings of the 28th International Conference on Human Factors in Computing Systems, CHI 2010. PDF .
    This is the authors’ version of the work. It is posted here by permission of its authors for your personal use. Not for redistribution. The definitive version is to be published in the Proceedings of the 28th International Conference on Human Factors in Computing Systems,(CHI 2010)
  • Keiser, V., Dietterich, T. G. (2009). Evaluating online text classification algorithms for email prediction in TaskTracer. Conference on Email and Anti-Spam. July 16-17, Mountain View, CA. PDF.
    This is the authors’ version of the work. It is posted here by permission of its authors for your personal use. Not for redistribution. The definitive version is to be published in the Proceedings of the Conference on Email and Anti-Spam.(July 16-17,Mountain View, CA)
  • Judah, K., Dietterich, T., Fern, A., Irvine, J., Slater, M., Tadepalli, P., Gervasio, M., Ellwood, C., Jarrold, B., Brdiczka, O., Blythe, J. (2009). User Initiated Learning for Adaptive Interfaces. In IJCAI2009 Workshop on Intelligence and Interaction. PDF.
    This is the authors’ version of the work. It is posted here by permission of its authors for your personal use. Not for redistribution. The definitive version is to be published in the Proceedings of the User Initiated Learning for Adaptive Interfaces.2009
  • Shen, J., Irvine, J., Bao, X., Goodman, M., Kolibab, S., Tran, A., Carl, F., Kirschner, B., Stumpf, S., Dietterich, T. (2009). Detecting and Correcting User Activity Switches: Algorithms and Interfaces. In Proceedings of the International Conference on Intelligent User Interfaces (IUI-2009). PDF.
    This is the authors’ version of the work. It is posted here by permission of its authors for your personal use. Not for redistribution. The definitive version is to be published in the Proceedings of the International Conference on Intelligent User Interfaces(IUI-2009)
  • Shen, J., Fitzhenry, E., Dietterich, T. (2009). Discovering Frequent Work Procedures From Resource Connections. In Proceedings of the International Conference on Intelligent User Interfaces (IUI-2009). PDF
    This is the authors’ version of the work. It is posted here by permission of its authors for your personal use. Not for redistribution. The definitive version is to be published in the Proceedings of the the International Conference on Intelligent User Interfaces(IUI-2009)
  • Stumpf, S., Fitzhenry, E., Dietterich, T. (2007). The Use of Provenance in Information Retrieval.. Workshop on Principles of Provenance (PROPR), Edinburgh, Scotland, 19-20 November, 2007. PDF
    This is the authors’ version of the work. It is posted here by permission of its authors for your personal use. Not for redistribution. The definitive version is to be published in the Proceedings of the Workshop on Principles of Provenance (PROPR) (Edinburgh,Scotland, 19-20 November, 2007)
  • Shen, J., Li, L., Dietterich, T. G. (2007). Real-Time Detection of Task Switches of Desktop Users. In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI-07). Hyderabad, India. pp. 2868-2873. PDF
    This is the authors’ version of the work. It is posted here by permission of its authors for your personal use. Not for redistribution. The definitive version is to be published in the Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI-07) (Hyderabad,India,)
  • A. Twinkle Lettkeman, Simone Stumpf, Jed Irvine, Jon Herlocker. Predicting Task-Specific Webpages for Revisiting 21st National Conference on Artificial Intelligence (AAAI-06), Boston, Ma, July 16-20, 2006. PDF (91 Kb)
    This is the authors’ version of the work. It is posted here by permission of its authors for your personal use. Not for redistribution. The definitive version is to be published in the Proceedings of the 21st National Conference on Artificial Intelligence (AAAI-06) (Boston, Massachusetts, U.S.A., July 16-20, 2006)
  • Jianqiang Shen, Lida Li, Thomas G. Dietterich, Jonathan L. Herlocker. A hybrid learning system for recognizing user tasks from desk activities and email messages. International Conference on Intelligent User Interfaces. Sydney, Australia, January 26-February 2, 2006. PDF (385 Kb)
    © ACM, 2006. This is the authors’ version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in the Proceedings of the 11th international conference on Intelligent user interfaces (Sydney, Australiad, January 26-February 2, 2006) http://doi.acm.org/10.1145/1111449.1111473
  • Xinlong Bao, Jonathan L. Herlocker, Thomas G. Dietterich. Fewer Clicks and Less Frustration: Reducing the Cost of Reaching the Right Folder. International Conference on Intelligent User Interfaces. Sydney, Australiad, January 26-February 2, 2006. PDF (385 Kb)
    © ACM, 2006. This is the authors’ version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in the Proceedings of the 11th international conference on Intelligent user interfaces (Sydney, Australiad, January 26-February 2, 2006) http://doi.acm.org/10.1145/1111449.1111490
  • Simone Stumpf, Xinlong Bao, Anton Dragunov, Thomas G. Dietterich, Jon Herlocker, Kevin Johnsrude, Lida Li, JianQiang Shen. The TaskTracer system. 20th National Conference on Artificial Intelligence (AAAI-05), Intelligent Systems Demonstrations, Pittsburgh, PA, July 9-13, 2005. PDF (91 Kb)
    This is the authors’ version of the work. It is posted here by permission of its authors for your personal use. Not for redistribution. The definitive version is to be published in the Proceedings of the 20th National Conference on Artificial Intelligence (AAAI-05) (Pittsburgh, Pennsylvania, U.S.A., July 9-13, 2005)
  • Simone Stumpf, Xinlong Bao, Anton Dragunov, Thomas G. Dietterich, Jon Herlocker, Kevin Johnsrude, Lida Li, JianQiang Shen. Predicting User Tasks: I Know What You’re Doing! 20th National Conference on Artificial Intelligence (AAAI-05), Workshop on Human Comprehensible Machine Learning, Pittsburgh, PA, July 9-13, 2005. PDF (91 Kb)
    This is the authors’ version of the work. It is posted here by permission of its authors for your personal use. Not for redistribution. The definitive version is to be published in the Proceedings of the 20th National Conference on Artificial Intelligence (AAAI-05) (Pittsburgh, Pennsylvania, U.S.A., July 9-13, 2005)
  • Anton N. Dragunov, Thomas G. Dietterich, Kevin Johnsrude, Matthew McLaughlin, Lida Li, Jonathan L. Herlocker. TaskTracer: A Desktop Environment to Support Multi-tasking Knowledge Workers. International Conference on Intelligent User Interfaces. San Diego, California, U.S.A., January 9-12, 2005. PDF (385 Kb)
    © ACM, 2004. This is the authors’ version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in the Proceedings of the 10th international conference on Intelligent user interfaces (San Diego, California, U.S.A., January 9-12, 2005) http://doi.acm.org/10.1145/1040830.104085