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Supplemental Readings for SIMS202
Fall 1998
Prof. Hearst and Prof. Larson
This reader provides supplemental material for SIMS202 (Information Organization and Retrieval).
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This reader provides supplemental material for SIMS202 (Information Organization and Retrieval).
This provides supplemental reading on cognitive aspects of categorization.
H. Clark and E. Clark, Psychology and Language: An Introduction to Psycholinguistics. Harcourt, Brace, Javanovich Publishers, 1977. Excerpts: pages 462-468, 523-530, 552-554.
This article contrasts faceted and hierarchical classifications, and subject headings vs. category codes. This and the following paper also address the use of controlled vocabulary in search.
Marcia Bates, How to Use Controlled Vocabularies more Effectively in Online Searching, Online, November 1988, 45-56.Elaine Svenonius, Unanswered Questions in the Design of Controlled Vocabularies, in Journal of the American Society of Information Science, 37 (5), pp. 331-340, 1986.
This is an introduction to WordNet.
Christiane Fellbaum (Ed.), WordNet : an electronic lexical database, MIT Press, 1998.
The following chapter is supplementary to the material on how to build a classification thesaurus.
Dagobert Soergel, Indexing Languages and Thesauri: Construction and Maintenance, Melville Publishing Company, 1974. Chapter F, pages 325-345.
The following material is provided to give you more background on the database material that was covered in the lectures.
Fred McFadden and Jeffrey Hoffer, Modern Database Management, Fourth Edition, Benjamin Cummings Publishers, 1994.
Chapter 4, pages 123-146, 153-162, Chapter 6, pages 199-222, Chapter 8, pages 296-313.
The following are the first four chapters of a new textbook (as yet incomplete) that will probably be used for this course instead of a reader when the book is completed. The first chapter serves as an introduction to issues surrounding search and information retrieval, taking a cognitive viewpoint. Chapters 2-4 describe IR basics. The author would like feedback about the chapters.
Richard K. Belew, Finding Out About: Information Retrieval and other technologies for seeking knowledge, Cambridge University Press, to appear. Chapters 1-4.
The first paper is relevant to one of the homework assignments associated with the Belew chapters, focusing on relevance and evaluation:
Richard K. Belew and John Hatton, RAVE Reviews: Acquiring relevance assessments from multiple users, in Hearst, M. and Hirsh, H. (Eds.), Working notes of the AAAI Spring Symposium on Machine Learning in Information Access, March 1996, AAAI Press.
David C. Blair and M. E. Maron, An Evaluation of Retrieval Effectiveness for a Full-Text Document Retrieval System, in Communications of the ACM, 28(3), 1985.
Donna Harman, The TREC Conferences, In R. Kuhlen and M. Rittberger (Eds.), Proceedings of Hypertext, Information Retrieval, Multimedia 95, pp. 9-28, Konstanz, Germany, 1995.
Christopher Fox, Lexical Analysis and Stoplists, from Information Retrieval: Data Structures and Algorithms by Frakes and Baeza-Yates (Eds.), Prentice-Hall, 1992, Chapter 7, pages 102-116.
W. B. Frakes, Stemming Algorithms, from Information Retrieval: Data Structures and Algorithms by Frakes and Baeza-Yates (Eds.), Prentice-Hall, 1992, Chapter 8.
Padmini Srinivasan, Thesaurus Construction, from Information Retrieval: Data Structures and Algorithms by Frakes and Baeza-Yates (Eds.), Prentice-Hall, 1992, Chapter 9, pages 161-176.
F. C. Johnson, C. D. Paice, W.J. Black, A.P. Neal, The application of linguistic processing to automatic abstract generation, Journal of Document and Text Management, 1, 215-241.
Kenneth W. Church and Patrick Hanks, Word Association Norms, Mutual Information, and Lexicography, Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1989, pages 76-83.
William Cooper, Getting Beyond Boole, Information Processing and Management, 24, 23-248, 1988.
Donna Harman, Ranking Algorithms, from Information Retrieval: Data Structures and Algorithms by Frakes and Baeza-Yates (Eds.), Prentice-Hall, 1992. Chapter 14.
W. Bruce Croft, What do people want from information retrieval?, DLIB Magazine, Nov, 1995 (http://www.dlib.org).Ray R. Larson, et al., Cheshire II: Designing a Next-Generation Online Catalog, in Journal of the American Society of Information Science, 47(7), pp. 555-567, 1996.
Marti Hearst, User Interfaces and Visualization, in Modern Information Retrieval, Ricardo Baeza-Yates and Berthier Ribeiro-Neto (Eds.), Addison-Wesley Publishing Company, to appear.
Dennis E. Egan, Michael E. Lesk, R. Daniel Ketchum, Carol C. Lochbaum, Joel R. Remde, Louis M. Gomez, and Thomas K. Landauer, Hypertext for the Electronic Library? CORE Sample Results, Proceedings of the ACM Hypertext Conference, 299-312, May, 1991.
Marcia J. Bates, Information Search Tactics in Journal of the American Society for Information Science, 30 (4), pp. 205-214, July 1979.Marcia J. Bates, The design of browsing and berrypicking techniques for the on-line search interface, Online Review, 13 (5), 407-431, 1989.
Vicki L. O'Day and Robin Jeffries, Orienteering in an Information Landscape: How Information Seekers Get From Here to There, in Proceedings of ACM InterCHI '93, pp. 438-445, 1993.
Daniel M. Russell et al., The Cost Structure of Sensemaking, in the Proceedings of ACM/InterCHI '93, pp. 269-276, April 1993.
Gerard Salton and Chris Buckley, Improving Retrieval Performance by Relevance Feedback, Journal of the American Society for Information Science, 41 (4), pages 288-297, 1990.
Jurgen Koenemann and Nicholas J. Belkin, A Case for Interaction: A Study of Interactive Information Retrieval Behavior and Effectiveness, in the Proceedings of ACM/CHI, Vancouver, CA, pp. 205-212, 1996.
Craig Knoblock, Michael L. Mauldin, Erik Selberg, and Oren Etzioni, Searching the World Wide Web, in IEEE Expert Intelligent Systems, Trends and Controversies feature, Craig Knoblock (Ed.), 12 (1), January-February 1997.
Adele Howe and Danielle Dreilinger, SavvySearch: A Metasearch Engine that Learns Which Search Engines to Query, AI Magazine, 18 (2), 19-25, 1997.
Paul Resnick and Hal R. Varian, Recommender Systems, in Communications of the ACM, 40 (3), pp. 56-58, March 1997.Joseph A. Konstan et al., GroupLens: Applying Collaborative Filtering to Usenet News, in Communications of the ACM, 40 (3) pp. 77-87, March 1997.
Upendra Shardanand and Pattie Maes, Social Information Filtering: Algorithms for Automating ``Word of Mouth'', in the Proceedings of ACM/CHI, pp. 210-217, Denver, CO, May 1995.
David Hull and Gregory Grefenstette, Querying Across Languages: A Dictionary-Based Approach to Multilingual Information Retrieval, Proceedings of ACM/SIGIR, Zurich, 1996.Paraic Sheridan and Jean Paul Ballerini, Experiments in Multilingual Information Retrieval using the SPIDER System, Proceedings of ACM/SIGIR, Zurich, 1996.
Marti Hearst