Document similarity calculation model of CSLN

Weiling Chen, G. Wang, Fengxia Yin
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引用次数: 4

Abstract

CSLN is a citation semantic link network with semantic representation and reasoning abilities. The documents in citation semantic link network (CSLN) is a set of many objects. The similarity calculation of a single object can't accurately calculate the document similarity of citation semantic link network. This paper analyzes in depth the characteristics of each part of the document, and puts forward the document similarity calculation model of the citation semantic link network. This model not only improves the accuracy of document similarity calculation of the citation semantic link network, but also lays a foundation for the community discovery of citation semantic link network and the hot prediction of research.
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CSLN的文献相似度计算模型
CSLN是一个具有语义表示和推理能力的引文语义链接网络。引文语义链接网络(CSLN)中的文献是许多对象的集合。单一对象的相似度计算不能准确计算引文语义链接网络的文献相似度。本文深入分析了文献各部分的特征,提出了引文语义链接网络的文献相似度计算模型。该模型不仅提高了引文语义链接网络文献相似度计算的准确性,而且为引文语义链接网络的社区发现和研究热点预测奠定了基础。
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