Using Web resources to construct multilingual medical thesaurus for cross-language medical information retrieval

被引:8
|
作者
Lu, Wen-Hsiang [1 ]
Lin, Ray S. [2 ]
Chan, Yi-Che [1 ]
Chen, Kuan-Hsi [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Comp Sci & Informat Engn, Tainan 70101, Taiwan
[2] Stanford Med Informat, Stanford, CA USA
关键词
cross-language medical information retrieval; multilingual medical thesaurus; Web mining; Web anchor text; search-result page;
D O I
10.1016/j.dss.2007.07.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Due to the language barrier, non-English users are unable to retrieve the most updated medical information from the U.S. authoritative medical websites, such as PubMed and MedlinePlus. However, currently, there is no any cross-language medical information retrieval (CLMIR) system that can help Chinese-speaking consumers cross the language barrier in finding useful English medical information. A few CLMIR systems utilize MeSH (Medical Subject Headings) to help overcome the language barrier. Unfortunately, the traditional Chinese version of MeSH is currently unavailable. In this paper, we employ a semi-automatic term translation method to construct a Chinese-English MeSH by exploiting abundant multilingual Web resources, including Web anchor texts and search-result pages. Through this method, we have developed a Chinese-English Mesh Compilation System to assist knowledge engineers in compiling a Chinese-English medical thesaurus with more than 19,000 entries. Furthermore, this thesaurus has been used to develop a prototypical system for cross-language medical information retrieval, MMODE, which can help consumers retrieve top-quality English medical information using Chinese terms. (c) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:585 / 595
页数:11
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