NDLI: A value evaluation method for papers based on improved PageRank algorithm

Content Provider	IEEE Xplore Digital Library
Author	Hongguang Qiao Yu Wang Yanhua Liang
Copyright Year	2012
Description	Author affiliation: Coll. of Math. & Comput. Sci., Hebei Univ., Baoding, China (Hongguang Qiao; Yu Wang) \|\| Coll. of Chem. & Environ. Sci., Hebei Univ., Baoding, China (Yanhua Liang)
Abstract	Because of the similarity of link network and citation network, bringing the PageRank algorithm to citation analysis to evaluate the value of a paper is a feasible method. But there are some problems in using the method directly. Therefore, combined with the characteristics of the citation network, this paper proposes an alternative method for evaluating the value of a paper based on improved PageRank algorithm. Taking into account some factors such as the impact factor of the journal where the paper is published and the correlation of two papers, the method computes the total value of a paper from two aspects, which are the paper's inherent value and the value passed from other papers. The experimental results show the feasibility and effectiveness of this method.
Sponsorship	IEEE Harbin. Sect.
Starting Page	2201
Ending Page	2205
File Size	302705
Page Count	5
File Format	PDF
ISBN	9781467329637
e-ISBN	9781467329644
DOI	10.1109/ICCSNT.2012.6526355
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-12-29
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Correlation PageRank algorithm Citation analysis Impact factor Paper's value
Content Type	Text
Resource Type	Article

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