knareddy@umn-d-ub.D.UMN.EDU (Krishna) (04/24/89)
Hi Netters, Earlier I've posted a request seeking information about AI techniques and Machine Lerning applications in Information Retrieval. Based on the responses received and the information I'd with me, I've prepared a list of conference proceedings and publications. There had been many requests to summarize the info. Here it goes. The following list is far from being exhaustive. Any additions may be mailed to me or posted here. SIGIR 89 has tutorials on related topics and one may look forward to the conference proceedings. SIGIR 89 is to be held at Boston. Thanks, krishna Note : RIAO 88 conference is about "USER-ORIENTED CONTENT-BASED TEXT AND IMAGE HANDLING" held at MIT from March 21-24 i988. BIBLIOGRAPHY [Guntzer , Juttner, Seegmuler, Sarre 88]"Automatic Thesarus Construction by Machine Learning Retrieval Sessions, RIAO 88", Ullrich Guntzer, G.Juttner, G.Seegmuller, F.Sarre [Gauch, Smith 88] "Intelligent Search of Full-Text Databases", RIAO 88, Susan Gauch, John B.Smith [Liddy 88] "Towards a Friendly Adaptable Information Retrieval Systems", RIAO 88,Elizabeth D.Liddy [Driscoll 88] "An Application of Artificial Intelligence Techniques to Automated Key-Wording", RIAO 88, James R. Driscoll [Fox, Weaver, Chen, France 88] "Implementing a Distributed Expert-Based Information Retrieval System", RIAO 88, Edward A. Fox, Marybeth T. Weaver, Qi-Fan Chen, Robert K.France [Harman, Benson, Fitzpatrick, Huntzinger, Goldstein 88] "IRX : An Information Retrieval System for Experimentation and User Application", RIAO 88, Donna Harman, Dennis Benson, Larry Fitzpatrick, Rand Huntzinger, Charles Goldstein [Kuhn 88] "DoD Gateway Information System (DGIS) Common Command Language; The Decision for Artificial Language", RIAO 88, Allan D. Kuhn [Humphrey 88] "Interactive Knowledge-Based Indexing : The MedIndEx System", RIAO 88, Susanne M. Humphrey [Tong, Applebaum 88] "Conceptual Information Retrieval from full text", RIAO 88, Richard M. Tong, Lee A. Applebaum [Diel, Schukat 88] "An Intelligent System for Text Processing Applications", RIAO 88, Hans Diel, H. Schukat [Jacob, Rau 88] "Natural Language Techniques for intelligent Information Retrieval", SIGIR 88, P.S.Jacob, L.F.Rau [Case 88] "How do Experts do it ? The use of Ethnographic Methods as an aid to Understanding the Cognitive Processing and Retrieval of Large Bodies of Text", SIGIR 88, D.O.Case [Belkin 88]"On the Nature and Function of Explanation in Intelligent Information Retrieval", SIGIR 88, N.J.Belkin [Brachman, McGuinness 88]"Knowledge Representation, Connectionism and Conceptual Retrieval", SIGIR 88, R.J.Brachman, D.L. McGuinness [Jones, deBessonet, Kundu 88] "ALLOY : An Amalgamation of Expert, Linguistic andStatistical Indexing Methods", SIGIR 88, L.P.Jones, C. deBessonet, S. Kundu [Brajnik, Guida, Tasso 88] "IR-NLI II : Applying Man-Machine Interaction and Artificial Intelligence Concepts to Information Retrieval", SIGIR 88, G.Brajnik,G. Guida, C. Tasso [Teskey 88] "Intelligent Support for Interface Systems", SIGIR 88, F.N. Teskey [Furnas, Deerwester, Dumais, Landauer, Harshman, Streeter, Lochbaum 88] "Information Retrieval Using a Singular Value Decomposition Model of Latent Semantic Structure", SIGIR 88, G.W.Furnas, S. Deerwester, S.T. Dumais, T.K. Landauer, R.A. Harshman, L.A.Streeter, K.E.Lochbaum [Croft, Lucia, Cohen 88] "Retrieving Documents by Plausible Inference : A Preliminary Study", SIGIR 88, W.B.Croft, T.J.Lucia, P.R. Cohen [Barthes, Glize 88] "Planning in an Expert System for Automated Information Retrieval", SIGIR 88, C.Barthes, P.Glize [Zarri 88] "Conceptual Representation for Knowledge Bases and << Intelligent >> Information Retrieval Systems", SIGIR 88, G.P.Zarri [Borko 87] "Getting Started in Library Expert Systems Research", Info. Proc. Management Vol.23, No. 2, pp 81-87, 1987, Harold Borko [Pollitt 87] "CANSEARCH : An Expert Systems Approach to Document Retrieval", Info. Proc. Management, Vol. 23, No. 2,pp 119-138, 1987, Steven Pollitt [Rada 87]"Knowledge-Sparse and Knowledge-Rich Learning in Information Retrieval", Info. Proc. Management Vol. 23, No. 3, pp. 195-210, 1987, Roy Rada [Croft 87] "Approaches to Intelligent Information Retrieval", Info. Proc. Management Vol. 23, No.4, pp. 249-254, 1987, W.B.Croft [Rau 87] "Knowledge Organization and Access in A Conceptual Information System", Info. Proc. Management, Vol. 23, No. 4, pp. 269-283, 1987, Lisa F. Rau [Chiaramella, Defude 87] "A Prototype of an Intelligent System for Information Retrieval: IOTA", Info. Proc. Management, Vol. 23, No. 4, pp. 285-303, 1987, Y.Chiaramella, B. Defude [Brajnik, Guida, Tasso 87] "User Modeling In Intelligent Information Retrieval", Info. Proc. Management, Vol. 23, No. 4, pp. 305-320, 1987, Giorgio Brajnik, Giovanni Guida, Carlo Tasso [Fox 87]"Development of the CODER system : A testbed for Artificial Intelligencemethods in Information Retrieval", Info. Proc. Management, Vol. 23, No.4, pp. 341-366, 1987, Edward A. Fox [Brooks 87] "Expert Systems and Intelligent Information Retrieval", Info. Proc. Management, Vol. 23, No. 4, pp. 367-382, 1987, H.M.Brooks [Many Authors 87] "Distributed Expert-Based Information Systems : An Interdisciplinary approach", Vol. 23, No. 5, pp. 395-409, 1987 [Rada, Forsyth 86] "Machine Learning - applications in expert systems and Information Retrieval", Published by Ellis Horwood Limited, 1986, Richard Forsyth, Roy Rada [Benigno, Cross, deBessonet 86] "COREL - A Conceptual Retrieval System", M. Kathryn Di Benigno, George R. Cross, Cary G. deBessonet [Croft, Thompson 85] "An Expert Assistant for Document Retrieval", COINS Technical Report 85-05, Dept. of Comp. Sc., Univ. of Massachusetts, 1985 (?), W. Bruce Croft, Roger H. Thompson [McCune, Tong, Dean, Shapiro 85] "RUBRIC : A System for Rule Based Information Retrieval", IEEETrans. on Softwre Engg., Vol. SE-11, No. 9, Sept. 85, pp 939- 945, Brian P. McCune, Richard M. Tong, Jeffrey S. Dean, Daniel G. Shapiro [Lebowitz 85] "An experiment in Intelligent Information Systems : RESEARCHER", Columbia univ. comp. sc. dept. tech. report CUCS-171-85, 1985, Michael Lebowitz [Zarri 84] "Expert Systems and Information Retrieval : An Experiment in the domain of biographical data management", Int. J. Man-Machine Studies (1984) 20, pp. 87-106, Gian Piero Zarri [Danilowicz 84] "Users and Experts in the Document Retrieval system model", Int. J. Man-Machine Studies (1984) 21, 245-252, Czeslaw Danilowicz [Jones 83] "Intelligent Retrieval",Proceedings Intelligent Information Retrieval, pp. 136-142 , Aslib, London, March 1983, Karen Sparck Jones [Lebowitz 83] "Intelligent Information Systems", SIGIR 83, Michael Lebowitz [DeJong 83] "Artificial Intelligence Implications for information Retrieval", SIGIR 83, Garry DeJong [Brooks 83] "Using Discourse Analysis for the Design of Information Retrieval Interaction Mechanisms", SIGIR 83, H.M.Brooks [Zarri 83] "RESEDA, an Information Retrieval system using Artificial Intelligence and Knowledge Representation Techniques", An ACM publ. (I do not know which), copyrighted as "1983 ACM 0-89791-107-5/83/006/0189"