Journal Papers

• 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.
• 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), 40-47.
• 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), ACM Press, 77-87.
• Herlocker, J. and J. Ely, "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), Kluwer Academic Publishers.
  

Conference Proceedings

• McLaughlin, M., and Herlocker, J., "A Collaborative Filtering Algorithm and Evaluation Metric that Accurately Model the User Experience," Proceedings of the 2004 SIGIR Conference on Research and Development in Information Retrieval (SIGIR '04).
• Herlocker, J., Konstan, J., and Riedl, J., "Explaining Collaborative Filtering Recommendations," Proceedings of the 2000 Conference on Computer Supported Cooperative Work (CSCW 2000).
• Herlocker, J., Konstan, J., Borchers, A. and Riedl, J., "An Algorithmic Framework for Performing Collaborative Filtering," Proceedings of the 1999 SIGIR Conference on Research and Development in Information Retrieval (SIGIR '99), Berkeley CA, August 1999.
• Good, N., Schafer, B., Konstan, J., Borchers, A., Herlocker, J., Sarwar, B. and Riedl, J., "Combining Collaborative Filtering with Personal Agents for Better Recommendations, "Proceedings of the Sixteenth National Conference on Artificial Intelligence (AAAI '99), Orlando FL, July 1999.
• Sarwar, B. M., Konstan, J. A., 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 (CSCW '98), Seattle WA, November 1998.
• Herlocker, J., and Konstan, J., "Commands as Media: Implementation of a Command Stream, "Proceedings of the ACM Multimedia '95 Conference, San Francisco, November 1995.