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A searchable library of my publications (to be revived soon)
| 2003 | |
| Concept Based Query Enhancement in the ARCH Search Agent (with A. Konan, R. Burke, and S. Lytinen), In Proceedings of the 4th International Conference on Internet Computing (IC'03), Las Vegas, June 2003. (PDF, 538K) | |
| Kulyukin, V. & Burke, R. Mining Free Text for Structure. In J. Wang (ed.), Data Mining: Opportunities and Challenges. Harrisburg, PA: Idea Group Publishers, 2003. | |
| 2002 | |
| Burke, R. Interactive Critiquing for Catalog Navigation in E-Commerce. Artificial Intelligence Review, 18(3-4), pages 245-267. 2002. (PDF, 379K) | |
| Burke, R. Hybrid Recommender Systems: Survey and Experiments. User Modeling and User-Adapted Interaction. 12(4), pages 331-370. (PDF, 1.33M) |
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| 2001 | |
| Burke, R. Ranking Algorithms for Costly Similarity Metrics. In D. Aha, I. Watson and Q. Yang (eds.), Case-Based Reasoning Research and Development (4th International Conference on Case-Based Reasoning), pages 105-117. New York: Springer Verlag, 2001. (PDF, 148K) |
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| Burke, R. Salticus: Guided Crawling for Personal Digital Libraries. In Proceedings of the First Joint Conference on Digital Libraries, pages 88-89. Roanoke, VA: June, 2001. (PDF, 103K) | |
| 2000 | |
| Burke, R. A Case-Based Reasoning Approach to Collaborative Filtering. In E. Blanzieri and L. Portinale (eds.), Advances in Case-Based Reasoning (5th European Workshop, EWCBR 2000), pages 370-379. New York: Springer Verlag, 2000. (PDF, 103K) (Poster: PDF, 169K) | |
| Burke, R. Knowledge-based Recommender Systems. In A. Kent (ed.), Encyclopedia of Library and Information Systems. Vol. 69, Supplement 32. New York: Marcel Dekker, 2000. (PDF, 911K) | |
| Burke, R. Semantic Ratings and Heuristic Similarity for Collaborative Filtering. In AAAI Workshop on Knowledge-Based Electronic Markets, pages 14-20. AAAI, 2000. (PDF, 163K) | |
| 1999 | |
| Burke, R. Agent-Based Information Access in DONNA. In AAAI Workshop on Intelligent Information Systems, pages 13-15. AAAI, 1999. | |
| Burke, R. Integrating Knowledge-Based and Collaborative-Filtering Recommender Systems. In AAAI Workshop on AI in Electronic Commerce. page 69-72. AAAI, 1999. (PDF, 40K) | |
| Burke, R. The Wasabi Personal Shopper: A Case-Based Recommender System. In Proceedings of the 11th National Conference on Innovative Applications of Artificial Intelligence, pages 844-849, AAAI, 1999. (PDF, 59K) | |
| 1998 | |
| Burke, R. Representation, Storage and Retrieval of Tutorial Stories in a Social Simulation. Chapter 4 in Multi-Media Case Based Instruction, R. Schank, ed. Mahwah, NJ: Lawrence Erlbaum Associates, 1998. | |
| Burke, R. Defining the Opportunities for Textual CBR. In AAAI Workshop on Textual Case-Based Reasoning, pg. 13-19. AAAI, 1998. | |
| Kulyukin, V., Hammond, K, & Burke, R. Answering Questions for an Organization Online. In Proceedings of the 15th National Conference on Artificial Intelligence, pages 532-537, AAAI, 1998. | |
| 1997 | |
| Burke, R., Hammond, K., Kulyukin, V., Lytinen, S., Tomuro, N. & Schoenberg, S. Question Answering from Frequently-Asked Question Files: Experiences with the FAQ Finder System. AI Magazine, 18(2), pages 57-66, 1997. (Postscript 1.5M) | |
| Burke, R., Hammond, K., and Young, B. The FindMe Approach to Assisted Browsing. IEEE Expert, 12(4), pages 32-40, 1997. (Postscript, 199K, no figures, though) | |
| Burke, R.; Hammond, K.; Kulyukin, V.; Lytinen, S.; Tomuro, N.; Schoenberg, S. Natural Language Processing in the FAQ Finder System: Results and Prospects. In AAAI Spring Symposium on Natural Language Processing for the World Wide Web. AAAI, 1997. (PDF, 179K) | |
| 1996 | |
| Burke, R. Conceptual Indexing and Active Retrieval of Video for Interactive Learning Environments. Knowledge-Based Systems, 9(8), pages 491-499, 1996. | |
| Burke, R., Hammond, K. & Cooper, E. Knowledge-based Information Retrieval from Semi-structured Text. In AAAI Workshop on Internet-based Information Systems, page 9-15. AAAI, 1996. (Postscript, 3.4M) | |
| Burke, R., Hammond, K. & Cooper, E. Knowledge-based navigation of complex information spaces. In Proceedings of the 13th National Conference on Artificial Intelligence, pages 462-468, AAAI, 1996. (PDF, 219K) | |
| Burke, R. & Kass, A. Retrieving Stories for Case-Based Teaching. In Case-Based Reasoning: Experiences, Lessons, & Future Directions, pages 93-106, D. Leake, ed. Menlo Park, CA: AAAI Press, 1996. | |
| Hammond, K., Burke, R. & Cooper, E. Knowledge-based Information Retrieval for Semi-Structured Text. At Artificial Intelligence-Based Tools to Help WWW Users, Workshop of the Fifth International World Wide Web Conference. Paris, France: May, 1996. | |
| Hammond, K., Burke, R., & Schmitt, K. A Case-Based Approach to Knowledge Navigation. In Case-Based Reasoning: Experiences, Lessons, & Future Directions, pages 125-136, D. Leake, ed. Menlo Park, CA: AAAI Press, 1996. | |
| Kulyukin, V., Hammond, K. & Burke, R. Automated analysis of structured on-line documents. In AAAI Workshop on Internet-based Information Systems, pages 78-86. AAAI, 1996. | |
| 1995 |
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| Burke, R. (editor) AI Applications in Knowledge Navigation and Retrieval. AAAI Technical Report FS-95-03. Menlo Park, CA: AAAI, 1995. (Available from AAAI.) | |
| Burke, R. Conceptual Indexing and Active Retrieval of Video for Interactive Learning Environments. Presentation at Second International Symposium on Knowledge Acquisition, Representation and Processing, Auburn, Alabama, September 1995. | |
| Burke, R. & Hammond, K. Combining knowledge-bases and databases for assisted browsing. In Working Notes of the AAAI Spring Symposium on Information Gathering in Heterogeneous Environments, pages 25-29. AAAI, 1995. (PDF, 118K) | |
| Burke, R., Hammond, K. & Kozlovsky, J. Knowledge-based information retrieval for semi-structured text. In Working Notes of the AAAI Fall Symposium on AI Applications in Knowledge Navigation and Retrieval, pages 15-19. AAAI, 1995. (PDF, 203K) | |
| Burke, R. & Kass, A. Supporting Learning through Active Retrieval of Video Stories. Expert Systems with Applications, 9(3): 361-378, 1995. (PDF, 152K) | |
| Hammond, K., Burke, R., Martin, C. & Lytinen, S. FAQ Finder: A Case-Based Approach to Knowledge Navigation. In Working Notes of the AAAI Spring Symposium on Information Gathering in Heterogeneous Environments, pages 69-73. AAAI, 1995. Modified version also appeared in Proceedings of the 11th Conference on Artificial Intelligence for Applications. Los Angeles, CA: IEEE Computer Society Press, 1995. (Postscript, 513K) | |
| Kass, A., Burke, R. & Fitzgerald W. How to Support Learning from Interaction with Simulated Characters. Chapter 10 in Cognitive Technology: In Search of a Humane Interface, B. Gorayska & J. Mey, eds. New York: Elsevier/North-Holland, 1996. Also issued as Technical Report #64, Institute for the Learning Sciences, 1995. | |
| 1994 | |
| Burke, R. & Kass, A. Refining the Universal Indexing Frame to Support Retrieval of Tutorial Stories. In AAAI Workshop on Indexing and Reuse in Multimedia Systems, pages 1-11. AAAI, 1994. (PDF, 42K) | |
| Burke R. & Kass, A. Tailoring Retrieval to Support Case-Based Teaching. Proceedings of the 12th Annual Conference on Artificial Intelligence, pages 493-498. AAAI, 1994. (PDF, 33K) | |
| Burke, R., Kedar, S. & Kass, A. Acquiring Retrieval Knowledge for Multimedia Stories. In AAAI Workshop on Indexing and Reuse in Multimedia Systems, pages 199-212. AAAI, 1994. | |
| Hammond, K., Burke, R. & Schmitt, K. A Case-Based Approach to Knowledge Navigation. In AAAI Workshop on Indexing and Reuse in Multimedia Systems, pages 46-57. AAAI, 1994. Also in AAAI Workshop on Knowledge Discovery in Databases, pages 383-393. AAAI, 1994. (PDF, 340K) | |
| Kass, A.; Burke, R.; Blevis, E. & Williamson, M. Constructing learning environments for complex social skills. Journal of the Learning Sciences 3(4): 387-427, 1994. (Postscript, 1.7M) | |
| 1993 | |
| Burke, R. Intelligent retrieval of video stories in a social simulation. Journal of Educational Multimedia and Hypermedia, 2(4): 381-392, 1993. Paper originally appeared in Educational Multimedia and Hypermedia Annual 1993, pages 91-98. AACE, 1993. | |
| Burke, R. Representation, Storage and Retrieval of Tutorial Stories in a Social Simulation. PhD Thesis, Northwestern University, 1993. Issued as Technical Report #50, Institute for the Learning Sciences, 1993. (Available from Northwestern University.) | |
| Burke, R. Retrieval strategies for tutorial stories. In Case-based Reasoning: Papers from the 1993 Workshop, David Leake (ed.), Technical Report WS-93-01, pages 118-124. AAAI, 1993. | |
| Burke, R. Strategic retrieval of tutorial stories. In Case-Based Reasoning and Information Retrieval: Exploring the Opportunities for Technology Sharing, Papers from the 1993 Spring Symposium, Peter Anick and Evangelos Simoudis (eds.), Technical Report SS-93-07, pages 18-27. AAAI, 1993. | |
| 1992 | |
| Burke, R. Knowledge acquisition and education: a case for stories. In Working Notes of the AAAI Symposium on Cognitive Aspects of Knowledge Acquisition, pages 39-46. AAAI, 1992. | |
| Burke, R. & Kass, A. Integrating case presentation and simulation-based learning-by-doing. In Proceedings of the 14th Conference of the Cognitive Science Society, pages 629-634. Hillsdale, NJ: Lawrence Erlbaum Associates, 1992. | |
| Kass, A. & Burke, R. Augmenting social simulation with storytelling. In Abstracts of the East-West Conference on Emerging Computer Technologies in Education. International Centre for Scientific and Technical Information, Moscow, 1992. | |
| 1991 | |
| Burke, R. "Similarity and Utility in Case Retrieval," poster presented at the DARPA Case-Based Reasoning Workshop II, Washington, D.C., May 1991. | |
| 1990 | |
| Burke, R. & Ohmaye, E. Case-based environments for teaching. In Working Notes of the AAAI Symposium on Knowledge-Based Environments for Learning and Teaching, pages 63-67. AAAI, 1990. | |
| Schank, R.; Osgood, R.; Brand, M.; Burke, R.; Domeshek, E.; Edelson, D.; Ferguson, W.; Freed, M.; Jona, K.; Krulwich, B.; Ohmaye, E. & Pryor, L. Towards a general content theory of indexing. In Working Notes of the AAAI Symposium on Case-Based Reasoning. AAAI, 1990. | |
| 1989 | |
| Burke, R. Understanding and responding in conversation: Case retrieval with natural language. In Proceedings of the Case-Based Reasoning Workshop I, pages 230-234. Morgan-Kaufmann, 1989. | |
| 1988 | |
| Burke, R. Knowledge-based analysis of medical descriptions. In Proceedings of the AAAI Symposium on Artificial Intelligence in Medicine, pages 11-12. AAAI, 1988. | |