Document Co-citation Analysis using the Concept Lattice

被引：1

作者：

Gupta, Anamika ^{[1
]}

Gupta, Shikha ^{[1
]}

Bisht, Mukul ^{[1
]}

Hooda, Prestha ^{[1
]}

Salik, Md ^{[1
]}

机构：

[1] Univ Delhi, SS Coll Business Studies, Delhi, India

来源：

ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH | 2023年 / 13卷 / 05期

关键词：

Document Co-citation Analysis (DCA); concept lattice; co-citation strength; citation dataset; RETRIEVAL;

D O I：

10.48084/etasr.6201

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Document Co-citation Analysis (DCA) is a method to identify and analyze the relationships between cocited documents. In this paper, we attempt to use concept lattice for DCA. Concept lattice is a graph structure given in Formal Concept Analysis (FCA), a branch of mathematics based on the concept and its hierarchy. The experiments are conducted on an extensive repository of citations extracted from DBLP, ACM, MAG (Microsoft Academic Graph), and other sources, having a total of 5,354,309 papers and 48,227,950 citation relationships. In this paper, it is established that the concept lattice supports DCA and helps to identify a set of co-cited documents and their co-citation strength. It also provides navigation to reflect the subset-superset relationship of the co-citations. Further, the concept lattice helps identify the hierarchy among the documents and answers the most relevant queries related to DCA.

引用

页码：11837 / 11842

页数：6

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