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《Library Journal》 2018-12
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Method to Remove Ambiguity of Names of Known Authors

Fan Wuyou;Shanghai Jiao Tong University Library;  
In foreign periodicals databases, a prevalent problem is to use the same abbreviation for names of several authors. It seriously affects the accuracy of the author search. This paper attempts to, by utilizing rules and algorithms, enable accurate search by author names: it annotates training data for classification algorithm based on rules, so that supervised algorithm can be conducted in unsupervised conditions. The algorithm is suitable for author name disambiguation of the known authors. Compared with regular disambiguation methods, this method, because of the unsupervised algorithm, does not require manual annotation, and thus features higher efficiency and is easier to correspond with entity. The method is proved to result in higher accuracy in practice.
【CateGory Index】: G252.7
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【Citations】
Chinese Journal Full-text Database 3 Hits
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Pan Ying;Yuan Run;Institute of Science and Technology Information,Jiangsu University;;Research on Development of Domestic Institutional Repository[J];现代情报;2015-11
2 Chang E;;The Mechanism and Key Technology of Scholar Identification[J];图书馆论坛;2015-10
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4 Xian Xin;Zeng Jianxun;Institute of Scientific and Technical Information of China;;Research on Identification Systems of Scientific Research Entity[J];图书情报工作;2015-12
5 Zhang Lei;Yang Yating;Mi Chenggang;Li Xiao;Xinjiang Technical Institute of Physics and Chemistry,Chinese Academy of Sciences;University of Chinese Academy of Sciences;;RECOGNITION AND TRANSLATION OF UYGHUR NAMED ENTITIES IN NUMERALS CLASS[J];计算机应用与软件;2015-08
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7 WANG Xing;ZENG JianXun;SU Jing;XIAN Xin;Institute of Scientific and Technical Information of China;School of Information Management,Wuhan University;;Research on the Construction of Institutional Authority File[J];数字图书馆论坛;2015-07
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Chinese Journal Full-text Database 4 Hits
1 ZHAO Jun1,LIAO Jian-qiao2(1.Zhongnan University of Economics and Law,School of Public Administration, Hubei Wuhan 430073,China; 2.Huazhong University of Science and Technology,School of Management, Hubei Wuhan,430074,China);The Review of Scientific Collaboration[J];科学管理研究;2013-02
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