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An Analysis on Keywords of Literature Based on Granularity Concept Analysis ——A Case Study of Ontology |
Teng Guangqing, Bi Qiang, Bao Yulai |
School of Management, Jilin University, Changchun 130022, China |
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Abstract On the basis of concept lattice theory, this article proposes a new method named Granularity Concept Analysis (GCA) based on formal concept analysis for the keywords analysis, and different granularity concept lattices are built with GCA focusing on the keywords of Ontology literatures in the open access resources. By mining of different granularity concept lattices, the analysis on high-frequency keywords and relative low-frequency keywords are executed in Ontology field, and the structure of knowledge and inherent association are discovered in Ontology field, in order to explore a new approach for literature keywords analysis.
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Received: 07 June 2011
Published: 02 December 2011
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[1] Wille R. Restructuring Lattice Theory: An Approach Based on Hierarchies of Concept [C]. In: Proceedings of the 7th International Conference on Formal Concept Analysis. Berlin: Springer-Verlag, 2009:314-339.[2] 肖明, 李国俊, 杨楠. 基于词频分析的国内情报学研究热点(1998-2007)[J]. 情报杂志, 2009, 28(8): 21-25.[3] 冯璐, 冷伏海. 共词分析方法理论进展[J]. 中国图书馆学报, 2006, 32(2): 88-92.[4] 刘志辉, 张志强. 作者关键词耦合分析方法及实证研究[J]. 情报学报, 2010, 29(2): 268-275.[5] 金莹, 邓三鸿. 基于关键词被引聚类的人文社会科学学科分析[J]. 现代图书情报技术, 2006(9): 43-48,52.[6] 魏瑞斌. 社会网络分析在关键词网络分析中的实证研究[J]. 情报杂志, 2009, 28(9): 46-49.[7] Tilley T, Cole R, Becker P, et al. A Survey of Formal Concept Analysis Support for Software Engineering Activities[EB/OL]. [2011-07-15]. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.57.6445&rep=rep1&type=pdf.[8] Ganter B, Wille R. Applied Lattice Theory: Formal Concept Analysis[EB/OL]. [2010-11-07]. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.42.9907&rep=rep1&type=pdf.[9] Priss U E. The Formalization of WordNet by Methods of Relational Concept Analysis [EB/OL]. [2011-05-28]. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.60.3625&rep=rep1&type=pdf.[10] 甘特尔 B, 威尔 R. 形式概念分析[M]. 马垣,张学东,迟呈英,等译. 北京: 科学出版社, 2007:59-62. |
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