A method for evaluating the academic ability of scientific research team

An evaluation method and team technology, applied in the fields of scientific research management and academic ability evaluation, can solve the problems of academic team detection and academic ability evaluation that have not been seen, and achieve scientific and effective evaluation results with small fluctuations and strong timeliness

Inactive Publication Date: 2019-01-18
ZHEJIANG SCI-TECH UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

Introduction describes two ways for scientists to compare their performance or achievements during different periods. One approach involves comparing how well they work together without being influenced by external factors like time or location. Another approach focuses more specifically on identifying specific aspects related to collaboration within the same group rather than just one individual. These approaches aimed towards improving efficiency and accuracy when studying collaborative projects such as science publications.

Problems solved by technology

This technical problem addressed in this patented method relates to improving the accuracy or reliability of assessing scholarship abilities during science studies. Existing indices have limitations that make them challenges when used alone with other sources like citations and journal articles.

Method used

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  • A method for evaluating the academic ability of scientific research team
  • A method for evaluating the academic ability of scientific research team
  • A method for evaluating the academic ability of scientific research team

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Embodiment 1

[0036] In this embodiment, a method for detecting a scientific research team and evaluating its academic ability includes the following steps:

[0037] (1) Obtain a paper pool for academic ability evaluation, and perform data cleaning on the paper pool;

[0038] a. Obtain the paper pool: SCIE in the WOS (Web Of Science, WOS) "Core Collection", the document type is article, the publication time of the paper is 2013-2017, and the data download time is July 23, 2018. The data comes from two ways: 1) Targeted collection: the sample of the Chinese Academy of Sciences (Beijing, the same below) comes from the papers of its secondary department with "chem"; 2) Comprehensive collection: from searching 1000 highly cited papers of a certain institution Start, select the first author with the institution as the first author unit, and download all the papers of these authors in the time interval: University of Chicago (Univ of Chicago) and University of Washington (Univ of Washington); the...

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Abstract

The invention discloses an evaluation method for academic capability of a scientific research team. The evaluation method comprises the following steps: obtaining a paper pool for evaluating academiccapability; cleaning all data in the paper pool; calculating a journal impact factor standard value IFNOR=IFV/lambda; constructing author's adjacency matrix, paper and paper reference journal matrix;According to the author's adjacency matrix, making the collaborator network diagram, detecting the scientific research team by clustering resolution coefficient, making the net file for each scientific research team, and determining the composition of its members and the cooperation relationship among its members; constructing scientific research team and paper matrix; RFV _ d = sigma IFNOR; RFV _t = sigma RFV _ d, as a team academic index, RFV_t being used to evaluate the academic ability of a team. This application can evaluate the academic ability of scientific research team at the beginning of publication, and the evaluation result is scientific and effective.

Description

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Claims

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Application Information

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OwnerZHEJIANG SCI-TECH UNIV