Jonathan L. Herlocker

Simone Stumpf, Vidya Rajaram, Lida Li, Weng-Keen Wong, Margaret M. Burnett, Thomas G. Dietterich, Erin Sullivan, Jonathan L. Herlocker: Interacting meaningfully with machine learning systems: Three experiments. Int. J. Hum.-Comput. Stud. 67(8): 639-662 (2009)

Seikyung Jung, Jonathan L. Herlocker, Janet Webster, Margaret Mellinger, Jeremy Frumkin: LibraryFind: System design and usability testing of academic metasearch system. JASIST 59(3): 375-389 (2008)

Seikyung Jung, Jonathan L. Herlocker, Janet Webster: Click data as implicit relevance feedback in web search. Inf. Process. Manage. 43(3): 791-807 (2007)

J. Ben Schafer, Dan Frankowski, Jonathan L. Herlocker, Shilad Sen: Collaborative Filtering Recommender Systems. The Adaptive Web 2007: 291-324

Simone Stumpf, Vidya Rajaram, Lida Li, Margaret M. Burnett, Thomas G. Dietterich, Erin Sullivan, Russell Drummond, Jonathan L. Herlocker: Toward harnessing user feedback for machine learning. IUI 2007: 82-91

Arwen Twinkle Lettkeman, Simone Stumpf, Jed Irvine, Jonathan L. Herlocker: Predicting Task-Specific Webpages for Revisiting. AAAI 2006: 1369-1374

Jianqiang Shen, Lida Li, Thomas G. Dietterich, Jonathan L. Herlocker: A hybrid learning system for recognizing user tasks from desktop activities and email messages. IUI 2006: 86-92

Xinlong Bao, Jonathan L. Herlocker, Thomas G. Dietterich: Fewer clicks and less frustration: reducing the cost of reaching the right folder. IUI 2006: 178-185

Simone Stumpf, Xinlong Bao, Anton N. Dragunov, Thomas G. Dietterich, Jonathan L. Herlocker, Kevin Johnsrude, Lida Li, Jianqiang Shen: The TaskTracker System. AAAI 2005: 1712-1713

Anton N. Dragunov, Thomas G. Dietterich, Kevin Johnsrude, Matthew R. McLaughlin, Lida Li, Jonathan L. Herlocker: TaskTracer: a desktop environment to support multi-tasking knowledge workers. IUI 2005: 75-82

Jonathan L. Herlocker, Joseph A. Konstan, Loren G. Terveen, John Riedl: Evaluating collaborative filtering recommender systems. ACM Trans. Inf. Syst. 22(1): 5-53 (2004)

Seikyung Jung, Kevin Harris, Janet Webster, Jonathan L. Herlocker: SERF: integrating human recommendations with search. CIKM 2004: 571-580

Hyungil Kim, Juntae Kim, Jonathan L. Herlocker: Feature-Based Prediction of Unknown Preferences for Nearest-Neighbor Collaborative Filtering. ICDM 2004: 435-438

Hyungil Kim, Juntae Kim, Jonathan L. Herlocker: Integrating Feature Information for Improving Accuracy of Collaborative Filtering. PRICAI 2004: 1005-1006

Matthew R. McLaughlin, Jonathan L. Herlocker: A collaborative filtering algorithm and evaluation metric that accurately model the user experience. SIGIR 2004: 329-336

Seikyung Jung, Juntae Kim, Jonathan L. Herlocker: Applying Collaborative Filtering for Efficient Document Search. Web Intelligence 2004: 640-643

Anton N. Dragunov, Jonathan L. Herlocker: Designing intelligent and dynamic interfaces for communicating mathematics. IUI 2003: 236-238

Jonathan L. Herlocker, Joseph A. Konstan, John Riedl: An Empirical Analysis of Design Choices in Neighborhood-Based Collaborative Filtering Algorithms. Inf. Retr. 5(4): 287-310 (2002)

Jonathan L. Herlocker, Janet Webster, Seikyung Jung, Anton N. Dragunov, Tim Holt, Tammy Culter, Sally Haerer: A framework for collaborative information environments and unified access to distributed digital content. JCDL 2002: 378

Jonathan L. Herlocker, Joseph A. Konstan: Content-Independent Task-Focused Recommendation. IEEE Internet Computing 5(6): 40-47 (2001)

Jonathan L. Herlocker, Joseph A. Konstan, John Riedl: Explaining collaborative filtering recommendations. CSCW 2000: 241-250

Nathaniel Good, J. Ben Schafer, Joseph A. Konstan, Al Borchers, Badrul M. Sarwar, Jonathan L. Herlocker, John Riedl: Combining Collaborative Filtering with Personal Agents for Better Recommendations. AAAI/IAAI 1999: 439-446

Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers, John Riedl: An Algorithmic Framework for Performing Collaborative Filtering. SIGIR 1999: 230-237

Al Borchers, Jonathan L. Herlocker, John Riedl: Ganging up on Information Overload. IEEE Computer 31(4): 106-108 (1998)

Badrul M. Sarwar, Joseph A. Konstan, Al Borchers, Jonathan L. Herlocker, Bradley N. Miller, John Riedl: Using Filtering Agents to Improve Prediction Quality in the GroupLens Research Collaborative Filtering System. CSCW 1998: 345-354

Joseph A. Konstan, Bradley N. Miller, David Maltz, Jonathan L. Herlocker, Lee R. Gordon, John Riedl: GroupLens: Applying Collaborative Filtering to Usenet News. Commun. ACM 40(3): 77-87 (1997)

Jonathan L. Herlocker, Joseph A. Konstan: Commands as Media: Design and Implementation of a Command Stream. ACM Multimedia 1995: 155-165