Towards web mining of query translations for cross-language information retrieval in digital libraries

Wen Hsiang Lu, Jenq Haur Wang, Lee Feng Chien

研究成果: Chapter

4 引文 斯高帕斯(Scopus)

摘要

This paper proposes an efficient client-server-based query translation approach to allowing more feasible implementation of cross-language information retrieval (CLIR) services in digital library (DL) systems. A centralized query translation server is constructed to process the translation requests of cross-lingual queries from connected DL systems. To extract translations not covered by standard dictionaries, the server is developed based on a novel integration of dictionary resources and Web mining methods, including anchor-text and search-result methods, which exploit huge amounts of multilingual and wide-scoped Web resources as live bilingual corpora to alleviate translation difficulties, and have been proven particularly effective for extracting multilingual translation equivalents of query terms containing proper names or new terminologies. The proposed approach was implemented in a query translation engine called LiveTrans, which has been shown its feasibility in providing efficient English-Chinese CLIR services for DL.

原文English
主出版物標題Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
編輯Tengku Mohd Tengku Sembok, Halimah Badioze Zaman, Hsinchun Chen, Shalini R. Urs, Sung Hyon Myaeng
發行者Springer Verlag
頁面86-99
頁數14
ISBN(電子)9783540206088
DOIs
出版狀態Published - 2003

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2911
ISSN(列印)0302-9743
ISSN(電子)1611-3349

All Science Journal Classification (ASJC) codes

  • 理論電腦科學
  • 電腦科學(全部)

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