A method for supporting document selection in cross-language information retrieval and its evaluation

Masami Suzuki, Naomi Inoue, Kazuo Hashimoto

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

It is important to give useful clues for selecting desired content from a number of retrieval results obtained (usually) from a vague search request. Compared with monolingual retrieval, such a support framework is inevitable and much more significant for filtering given translingual retrieval results. This paper describes an attempt to provide appropriate translation of major keywords in each document in a cross-language information retrieval (CLIR) result, as a browsing support for users. Our idea of determining appropriate translation of major keywords is based on word co-occurrence distribution in the translation target language, considering the actual situation of WWW content where it is difficult to obtain aligned parallel (multilingual) corpora. The proposed method provides higher quality of keyword translation to yield a more effective support in identifying the target documents in the retrieval result. We report the advantage of this browsing support technique through evaluation experiments including comparison with conditions of referring to a translated document summary, and discuss related issues to be examined towards more effective cross-language information extraction.

Original languageEnglish
Pages (from-to)421-438
Number of pages18
JournalComputers and the Humanities
Volume35
Issue number4
Publication statusPublished - 2001 Nov
Externally publishedYes

Fingerprint

information retrieval
language
evaluation
Evaluation
Cross-language
Information Retrieval
experiment
Key Words

Keywords

  • Browsing support
  • Cross-language information retrieval
  • Partial translation
  • Term list

ASJC Scopus subject areas

  • Social Sciences(all)

Cite this

A method for supporting document selection in cross-language information retrieval and its evaluation. / Suzuki, Masami; Inoue, Naomi; Hashimoto, Kazuo.

In: Computers and the Humanities, Vol. 35, No. 4, 11.2001, p. 421-438.

Research output: Contribution to journalArticle

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