关键词: 贝叶斯网络, Netica, 核心期刊, 论文发表, 科研产出

Abstract: Scientific research output represented by papers is an important indicator to measure the academic ability of teachers and students in colleges and universities.This paper uses Bayesian network to build a tree of influencing factors of paper publication.Taking Xinjiang University as the author unit,this paper retrieves the social science academic papers collected in CNKI database from 2020 to 2022,crawls the characteristic data of 2450 articles through Python,and uses Netica to explore the influencing factors of papers publication.According to the results of Bayesian network analysis,suggestions are made for the scientific research work of the unit.

Key words: Bayesian network, Netica, core journal, publication of paper, scientific research output