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Method for calculating author influence based on citation propagation network

A technology of communication network and calculation method, applied in the field of author influence calculation based on citation communication network, which can solve problems such as high time complexity and ignoring innovative value

Active Publication Date: 2015-05-27
CENT SOUTH UNIV
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Problems solved by technology

The PageRank algorithm ignores the innovative value of new papers, and the time complexity of the PageRank algorithm with recursive thinking as the core in a large-scale citation network is very high

Method used

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  • Method for calculating author influence based on citation propagation network
  • Method for calculating author influence based on citation propagation network
  • Method for calculating author influence based on citation propagation network

Examples

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Embodiment 1

[0086] Embodiment 1: A method for calculating author influence based on a citation dissemination network, comprising the following steps: Step 1: Establishing a citation relationship network and a colleague relationship network: constructing an author citation relationship network and a colleague relationship network based on a public information database of a paper;

[0087] Step 2: Build a citation propagation network:

[0088] The citation communication network is the fusion network of author citation relationship network and colleague relationship network;

[0089] First, based on the citation relationship network, traverse and analyze the citation relationship, and then obtain the colleague relationship between the authors with the citation relationship, and calculate the citation propagation distance of the author in the citation propagation network according to the distance between the colleagues of the citation relationship; and integrate To the attribute value of the ...

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Abstract

The invention discloses a method for calculating the author influence based on a citation propagation network. The method comprises the following steps of step 1, establishing a citation relationship network and a colleague relationship network: establishing an author citation relationship network and the colleague relationship network based on an essay public information database; step 2, establishing the citation propagation network, wherein the citation propagation network is an integration network of the author citation relationship network and the colleague relationship network; step 3, calculating the author influence based on the citation propagation network, wherein the calculation formula is as shown in the figure. The method for calculating the author influence based on the citation propagation network can obtain more reasonable author influence indexes, and is easy to be implemented and simple and convenient for calculation.

Description

technical field [0001] The invention relates to a method for calculating author's influence based on a citation propagation network. Background technique [0002] In recent years, analyzing and evaluating the influence of people or things is a hot issue in the application research of social network theory and methods. Impact evaluation of authors is one of them. Traditional methods are generally measured by the number of articles published by the author, the total number of citations, and the number of cited articles. These methods are simple and fast, but they are also very rough, hidden unfair and unreasonable, making the evaluation results controversial. Although the number of articles published by an author can reflect his academic ability to a certain extent, the quality of his articles should also be weighed. [0003] Traditional author influence evaluation methods are generally measured from the following aspects: (1) Use the concept of impact factor to evaluate th...

Claims

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Application Information

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IPC IPC(8): G06F17/30
CPCG06F16/951
Inventor 龙军刘旭黄芳赵贵虎
Owner CENT SOUTH UNIV
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