A team building method based on academic network

Abstract

The invention discloses a team construction method based on an academic network, which takes a paper co-authoring behavior of a scholar as a concrete expression of a cooperative behavior, and establishes a academic team construction model by utilizing the cooperative behavior among scholars. Firstly, the invention proposes a cooperative distance to more comprehensively measure the cooperative behavior among scholars, and establishes a new cooperative relationship network. In order to enrich the network characteristics and improve the clustering effect, the invention maps the network to geodesic space, combines density gradient transfer and K. The means clustering method yields the final team partition. Experimental results show that the model proposed by the invention is suitable for dealing with complex academic network structure, and has higher accuracy and reliability than other team identification methods. The experimental results of the invention also verify the universality of the team science phenomenon in the academic network, and can well reflect the composition and structure of the academic team in the network. The invention provides a new method of team construction in an academic network.

Description

technical field [0001] The present invention relates to a method for constructing an academic team for scholars based on a network of co-authored papers by scholars in the academic field, and in particular to a method for grouping scholars based on the combination of geodesic space density gradient transfer and K-means linear clustering method. Background technique [0002] In today's era of increasingly diverse scientific research, rationalized collaboration between researchers of different disciplines and different research groups is conducive to enriching the knowledge background, improving the efficiency of research, and completing high-quality tasks. The research on the construction and identification of academic teams can discover the cooperation situation among talents in various disciplines, promote the intersection of disciplines and the dissemination of knowledge; it can also provide researchers with a reasonable cooperation model suggestion to improve their abilit...

AI Technical Summary

Problems solved by technology

[0003] The purpose of the present invention is mainly aimed at the shortcomings of low accuracy and poor reliability of existing research, and combined with the characteristics of scholar cooperation, it proposes a team building method based on academic networks, and measures the closeness of cooperation between scholars by proposing the concept of cooperation distance, and Using Collaborative Distance as the Key to Divide Between Teams

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