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Relation-based Wikipedia Search System for Factoid Questions Answering

In this paper we propose an alternative keyword search mechanism for Wikipedia, designed as a prototype solution towards factoid questions answering. The method considers relations between articles for finding the best matching article. Unlike the standard Wikipedia search engine and also Google engine, which search the articles content independently, requiring the entire query to be satisfied by a single article, the proposed system is intended to solve queries by employing information contained in multiple articles. Although still a keyword search, the method can be further employed in natural language questions answering, when accompanied with a question processing module. The method assumes that queries are formulated in a form of a list of Wikipedia articles. The possible solutions are then evaluated, however not by attempting to understand the meaning of the text, but by a simple method of estimating the distance between articles by measuring articles’ references or appearances in other articles, leading finally to returning a single article as an answer for the query.

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Informacje dodatkowe

Kategoria
Publikacja w czasopiśmie
Typ
artykuły w czasopismach recenzowanych i innych wydawnictwach ciągłych
Język
angielski
Rok wydania
2014

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