A ranking method of gold citation authors based on paper citation relation

Abstract

The invention discloses a ranking method of gold citation authors based on paper citation relation, which comprises the following steps: firstly, selecting a paper group range in a paper database, obtaining the citation relation and the author information; Secondly, the initial paper citation network model is constructed according to the mutual citation relationship of papers in the paper group and the author information. Thirdly, calibrate the citation attributes of initial papers, establish self-citation revised citation coefficients, and generate self-citation excluded paper citation network; Then, author citation network is generated by linear mapping from other citation network. Finally, the author narrows down the scope of the citation network by recursive deletion until the result converges, outputs the gold citation authors, calculates the author importance parameters and sorts them. The paper author ranking method provided by the invention is easy to implement, and can effectively eliminate self-citation and low-quality and low-efficiency other-citation interference of papers, so as to help researchers to quickly and accurately rank authors' importance.

Description

technical field [0001] The invention relates to the technical field of paper retrieval, in particular to a method for sorting golden cited authors based on paper citation relationships. Background technique [0002] Scientometrics believes that the citation and cited relationship between papers can reflect the law of academic communication, and the paper or author who has been cited many times has a considerable contribution in the process of academic communication, so the number of citations of papers or authors in the citation network The analysis is helpful for scientific researchers or literature research workers to find core papers and core authors in a certain field or discipline. [0003] In the existing technology, the core author ranking method based on the author's node index in the cooperation network is limited by the collection technology, and incomplete retrieval or inaccurate information sources will cause the cooperation network to fail to reflect the real si...

AI Technical Summary

Problems solved by technology

[0003] In the existing technology, the core author ranking method based on the author's node index in the cooperation network is limited by the collection technology, and incomplete retrieval or inaccurate information sources will cause the cooperation network to fail to reflect the real situation

The h-index and g-index are proposed based on the number of citations of papers, which are used to evaluate the quantity and level of academic output of researchers. They do not comprehensively consider the difference between the author's self-citation and citing author's level, and cannot fully reflect the importance of the author.

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