Research Papers by
Jon Herlocker
[currently out of date... If you are looking for more recent TaskTracer-related papers, please see the TaskTracer publications page
]
Dragunov, A.N., Dietterich, T.G, Johnsrude, K.,McLaughlin, M., Lida Li, Herlocker, J.. TaskTracer: A Desktop Environment to Support Multi-tasking Knowledge Workers. Proceedings of the International Conference on Intelligent User Interfaces (IUI 2005). (San Diego, California, 2005). [PDF]
Webster, J., Seikjung, J. and Herlocker, J.
Collaborative Filtering: A New Approach to Searching
Digital Libraries. New Review of Information
Networking 10, 2 (2004), 177-191.
Jung, S., Harris, K., Webster, J., and Herlocker, J. SERF: Integrating Human Recommendations with Search. Proceedings of the Thirteenth Conference on Information and Knowledge Management (CIKM 2004). November 8-13, 2004.
McLaughlin, M, and Herlocker, J. A Collaborative Filtering Algorithm and Evaluation Metric that Accurately Model the User Experience . Proceedings of the 2004 Conference on Research and Development in Information Retrieval (SIGIR 2004). July. 2004. [Final verion - PDF][Authors Copy- PDF]
Herlocker, J, Konstan, J., Terveen, L., and Riedl, J. Evaluating Collaborative Filtering Recommender Systems. ACM Transactions on Information Systems 22 (2004), ACM Press, 5-53. [Final verion - PDF][Authors Copy- PDF]
Herlocker, J, Konstan, J, and Riedl, J, An Empirical Analysis of Design Choices in Neighborhood-based Collaborative Filtering Algorithms, Information Retrieval, 5 (2002), Kluwer Academic Publishers, 287-310.
Herlocker, J., Konstan J., Content-Independent, Task-Focused Recommendation, IEEE Internet Computing, 5, 6 (2001).
Herlocker, J., Konstan, J., and Riedl, J., Explaining Collaborative Filtering Recommendations. Proceedings of the ACM 2000 Conference on Computer Supported Cooperative Work , December 2-6, 2000. [PDF Format]
Herlocker, J. Understanding and Improving Automated Collaborative Filtering Systems. Ph.D Dissertation, University of Minnesota, 2000. [PDF Format]
Herlocker, J., Konstan, J., Borchers, A., Riedl, J.. An Algorithmic Framework for Performing Collaborative Filtering. Proceedings of the 1999 Conference on Research and Development in Information Retrieval. Aug. 1999. [PDF Format]
O'Connor, Mark & Herlocker, J. Clustering Items for Collaborative Filtering. Presented at the Recommender Systems Workshop at 1999 Conference on Research and Development in Information Retrieval. Aug. 1999. [PDF Format]
Good, N., Schafer, J.B., Konstan, J., Borchers, A., Sarwar, B., Herlocker, J., and Riedl, J., Combining Collaborative Filtering with Personal Agents for Better Recommendations. Proceedings of the 1999 Conference of the American Association of Artifical Intelligence (AAAI-99). July, 1999 [PDF Format]
Sarwar, B., Konstan, J., Borchers, A., Herlocker, J., Miller, B., and Riedl, J..Using Filtering Agents to Improve Prediction Quality in the GroupLens Research Collaborative Filtering System. Proceedings of the 1998 Conference on Computer Supported Cooperative Work. Nov. 1998. [PDF Format]
Konstan, J., Miller, B., Maltz, D., Herlocker, J., Gordon, L., and Riedl, J..GroupLens: Applying Collaborative Filtering to Usenet News. Communications of the ACM 40,3 (1997), 77-87. [PDF from the ACM Digital Library]
Herlocker, J. The NR Newsreader. Proceedings of the Third Annual Tcl/Tk Workshop. (Monterey, July 1996)
Herlocker, J., and Konstan, J. Commands as Media: Implementation of a Command Stream. Proceedings of the ACM Multimedia '95 Conference. (San Francisco, November 1995). [HTML] [PDF Format]
Herlocker, J., and Konstan, J. Tcl Commands as Media in a Distributed Multimedia Toolkit. Proceedings of the Third Annual Tcl/Tk Workshop. (Toronto, July 1995) [PostScript]
Herlocker, J., and Ely, Jeffrey. An Automatic and Guaranteed Determination of the Number of Roots of an Analytic Function Interior to A Simple Closed Curve in the Complex Plane. Reliable Computing, 1,3 (1995). [PostScript]