Document (#16806)

Author

Rissland, E.L.
Daniels, J.J.

Title

¬The synergistic application of CBR to IR

Source

Artificial intelligence review. 10(1996) nos.5/6, S.441-475

Year

1996

Abstract

Discusses a hybrid approach combining case-based reasoning and information retrieval for the retrieval of full text documents. It takes as input a standard symbolic representation of a problem case and retrieves text of relevant cases from a document collection dramatically larger than the case base available to the CBR system. It works by performing a standard HYPO style analysis and uses the texts associated with important classes of cases found in this analysis to seed a modified version of INQUERY's relevance feedback mechanism in order to generate a query composed of individual terms or pairs of terms. It exteds the reach of CBR to much larger corpora, and it anbales the injection of knowledge based techniques into traditional IR. Describes the CBR-IR approach and reports on-going experiments

Footnote

Contribution to a special issue on the application of artificial intelligence to information retrieval

Theme

Case Based Reasoning

Object

INQUERY

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