Apparatus and methods for an information retrieval system that employs natural language processing of search results to improve overall precision

作者: Lucy H. Vanderwende , Lisa Braden-Harder , Simon H. Corston , William B. Dolan

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摘要: Apparatus and accompanying methods for an information retrieval system that utilizes natural language processing to process results retrieved by, example, engine such as a conventional statistical-based search engine, in order improve overall precision. Specifically, ultimately yields set of documents. Each document is then subjected produce logical forms. form encodes, word-relation-word manner, semantic relationships, particularly argument adjunct structure, between words phrase. A user-supplied query analyzed the same manner yield corresponding forms therefor. Documents are ranked predefined function from documents query. compared against each ascertain match any both sets. has at least one matching heuristically scored, with different relation being assigned weight. The score is, e.g., weights its uniquely Finally, retained descending presented user order.

参考文章(27)
Claire Cardie, Mandar Mitra, Chris Buckley, Amit Singhal, An analysis of statistical and syntactic phrases RIAO '97 Computer-Assisted Information Searching on Internet. pp. 200- 214 ,(1997)
Boris Katz, Annotating the world wide web using natural language RIAO '97 Computer-Assisted Information Searching on Internet. pp. 136- 155 ,(1997)
P. D. Bruza, S. Dennis, Query ReFormulation on the internet: empirical data and the hyperindex search engine RIAO '97 Computer-Assisted Information Searching on Internet. pp. 488- 499 ,(1997)
Wessel Kraaij, Renée Pohlmann, The effect of syntactic phrase indexing on retrieval performance for Dutch texts RIAO '97 Computer-Assisted Information Searching on Internet. pp. 176- 187 ,(1997)
Kousuke Takahashi, Karvel K. Thornber, Document retrieval using fuzzy-logic inference ,(1994)
R. Chandrasekar, B. Srinivas, Using syntactic information in document filtering: a comparative study of part-of-speech tagging and supertagging RIAO '97 Computer-Assisted Information Searching on Internet. pp. 531- 545 ,(1997)
T. Tsoris, A. T. Arampatzis, C. H. A. Koster, IRENA: information retrieval engine based on natural language analysis RIAO '97 Computer-Assisted Information Searching on Internet. pp. 159- 175 ,(1997)