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New Technology of Library and Information Service  2013, Vol. 29 Issue (11): 46-51    DOI: 10.11925/infotech.1003-3513.2013.11.07
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The Study on Semantic Mapping from Free Word to Subject Headings Based on Semantic System of CMeSH
Sun Haixia, Li Junlian, Li Danya, Wu Yingjie, Li Xiaoying
Institute of Medical Information, Chinese Academy of Medical Sciences, Beijing 100020, China
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Abstract  Based on semantic relationship of CMeSH and characteristics of biomedical vocabulary words, a semantic auto-mapping from literature keyword to subject headings is presented, including semantic similarity calculation model between literature keyword and subject headings of CMeSH, and the best subject heading identification scheme. Experimental results of disease and microbes vocabulary are analyzed.
Key wordsChinese Medical Subject Headings      Word set similarity      Semantic similarity      Semantic mapping      Filtering rules     
Received: 15 August 2013      Published: 29 November 2013
:  G250  

Cite this article:

Sun Haixia, Li Junlian, Li Danya, Wu Yingjie, Li Xiaoying. The Study on Semantic Mapping from Free Word to Subject Headings Based on Semantic System of CMeSH. New Technology of Library and Information Service, 2013, 29(11): 46-51.

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[1] 张琪玉.分类语言、主题语言与自然语言一体化检索系统与《中国财经报刊数据库》的实践[J]. 现代图书情报技术,2002(1):66-68.(Zhang Qiyu.Retrieval System for Combination of Classification,Subject and Natural Languages and Practice of Database of Chinese Financial and Economic Publications[J]. New Technology of Library and Information Service,2002(1):66-68.)
[2] 章成志.一种基于语义体系的同义词识别研究[J]. 淮阴工学院学报,2004,13(1):59-62,67.(Zhang Chengzhi. Research on Synonyms Dictionary-based on Recognition of Synonyms [J].Journal of Huaiyin Institute of Technology,2004,13(1):59-62,67.)
[3] 刘华梅,侯汉清.基于情报检索的汉语同义词识别初探[J]. 情报理论与实践,2005,28(4):373-375. (Liu Huamei,Hou Hanqing.Preliminary Research on Recognition of Chinese Synonyms Based on Information Retrieval[J]. Information Studies: Theory & Application, 2005,28(4):373-375.)
[4] 杜慧平,仲云云.自然语言叙词表自动构建研究[M].南京:东南大学出版社,2009.(Du Huiping, Zhong Yunyun. Research on Automatic Construction of Natural Language Thesaurus[M]. Nanjing: Southeast University Press,2009.)
[5] 陆勇,侯汉清.基于PageRank算法的汉语同义词自动识别[J]. 西华大学学报:自然科学版,2008,27(2):13-15, 94. (Lu Yong, Hou Hanqing. Research on Recognition of Chinese Synonyms Based on PageRank [J].Journal of Xihua University: Natural Science Edition, 2008,27(2):13-15, 94.)
[6] 曹晶.同义词挖掘及其在概念信息检索系统中的应用研究[D].长春:东北师范大学,2006.(Cao Jing. Synonyms Recognition and Application Research in Concept-based Information Retrieval System [D].Changchun: Northeast Normal University, 2006.)
[7] Semantic Similarity Measures in MeSH Ontology and Their Application to Information Retrieval on Medline.[2013-06-15].
[8] Raftopoulou P,Petrakis E.Semantic Similarity Measures: A Comparison Study[R]. TR-TUC-ISL-04-2005.2005.
[9] 宋明亮.汉语词汇字面相似性原理与后控制词表动态维护研究[J]. 情报学报,1996,15(4):261-271. (Song Mingliang. Research on Principle of Literal Similarity Among Chinese Words and Maintaining Post-controlled Vocabulary [J].Journal of the China Society for Scientific and Technical Information,1996,15(4):261-271.)
[10] 刘群,李素建.基于《知网》的词汇语义相似度计算[C].见: 第三届汉语词汇语义学研讨会.2002:59-76. (Liu Qun, Li Sujian. Word Semantic Similarity Computation Based on HowNet [C]. In: Proceedings of the 3rd Chinese Lexical Semantics Workshop.2002:59-76.)
[11] Banerjee S, Pedersen T. Extended Gloss Overlap as Measure of Semantic Ralatedness [C].In: Proceedings of the 18th International Joint Conference on Artificial Intelligence. San Francisco, CA, USA: Morgan Kaufmann Publishers Inc.,2003:805-810.
[12] 陆勇,侯汉清.基于词典注释的汉语同义词自动识别[C].见: 第一届全国信息检索与内容安全学术会议.2004:339-348.(Lu Yong, Hou Hanqing. Automatic Recognition of Chinese Synonyms Based on Definition in Dictionary[C]. In: Proceedings of the 1st National Information Retrieval and Content Security Conference.2004:339-348.
[13] 荀恩东,颜伟.基于语义网计算英语词语相似度[J]. 情报学报,2006,25(1):43-48.(Xun Endong, Yan Wei. English Word Similarity Calculation Based on Semantic Net [J]. Journal of the China Society for Scientific and Technical Information,2006,25(1):43-48.)
[14] CMeSH[DB/OL]. [2013-06-20].
[15] MeSH[DB/OL].[2013-06-20].
[16] CMeSH[EB/OL].[2013-06-20]. nName=com. tbs.dictweb.bean.ZtcKmcPage.
[17] SinoMed[DB/OL]. [2013-06-20]. 410&flag=110.
[18] 周瑛.信息检索中文本相似度的研究[J]. 情报理论与实践,2005,28(2):142-144.(Zhou Ying. Study on Chinese Text Similarity of Information Retrieval [J]. Information Studies: Theory & Application, 2005,28(2):142-144.)
[19] 秦春秀,赵捧未,刘怀亮.词语相似度计算研究[J]. 情报理论与实践,2007,30(1):105-108.(Qin Chunxiu, Zhao Pengwei, Liu Huailiang. Study on Word Similarity[J]. Information Studies: Theory & Application, 2007,30(1):105-108.)
[20] 孙海霞,成颖.信息集成中的字符串匹配技术研究[J]. 现代图书情报技术,2007(5):22-26.(Sun Haixia, Cheng Ying. Study on String-based Matching of Information Integration [J].New Technology of Library and Information Service,2007(5):22-26.)
[21] Shvaiko P, Euzenat J. A Survey of Schema-based Matching Approaches[J]. Journal on Data Semantics IV,2005:146-171.
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