Prepositions and Conjunctions in a Natural Language Interfaces to Databases

نویسندگان

  • Juan Javier González Barbosa
  • Rodolfo A. Pazos Rangel
  • Alexander F. Gelbukh
  • Grigori Sidorov
  • Héctor J. Fraire H.
  • I. Cristina Cruz C.
چکیده

This paper present the treatment of prepositions and conjunctionsinnatural languageinterfacestodatabases(NLIDB)thatallowsbetter translation of queries expressed in natural language into formal languages. Prepositions and conjunctionsweren’t sufficiently studied for their usage in NLIDBs,becausemostoftheNLIDBsjust lookforkeywordsinthesentences and focus their analysis on nouns and verbs getting rid of auxiliary words in the query.This paper shows that prepositions and conjunctions can be represented as operations using formal set theory. Additionally, since prepositionsand conjunctionskeep theirmeaning in any context, their treatment is domain independent. InourexperimentsweusedSpanish language.Wevalidateourapproachusingtwodatabases;NorthwindandPubsofSQLServer, with a corpus of 198 different queries for the first one and 70 queries for the second one. The 84% of queries were translated correctly for the database Northwind and 80% forPubs.

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تاریخ انتشار 2007