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2019 , Vol. 63 >Issue 16: 84 - 94

DOI: https://doi.org/10.13266/j.issn.0252-3116.2019.16.009

Analysis of Distribution Characteristics and Influencing Factors of Hot Papers——Comment on the Differences Under Time Window and Interdisciplinary

  • Song Chao ,
  • Chen Yue ,
  • Wang Ling ,
  • Zuo Jia ,
  • Liu Zeyuan
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  • Institute of Science of Science and S & T Management & WISE Lab, Dalian University of Technology, Dalian 116024

Received date: 2018-11-10

  Revised date: 2019-03-08

  Online published: 2019-08-20

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Abstract

[Purpose/significance] In recent years, hot papers have been paid more and more attention by academia. A few research results have begun to explore the characteristics of hot papers themselves, but the research on influencing factors and other laws is still insufficient.[Method/process] Based on this, this study uses TF-IDF algorithm and negative binomial regression model to explore the distribution characteristics, influencing factors, time window differences and disciplines type differences of hot papers.[Result/conclusion] The results show that the distribution characteristics of hot papers focus on developed countries, well-known research institutions, interdisciplinary and authoritative journals, and are influenced by refined titles, inter-country cooperation, research output, open access, high-impact factor journals and other factors; hot papers have time window effect, and even change the titles, abstracts, open access and other factors. The differences among disciplines have an impact on hot papers, and there are differences in title, abstract, scientific research cooperation, literature type, open access and journal impact factors.

Key words： hot papers; distribution characteristics; influencing factors; time window; disciplinary differences; negative binomial regression model

Cite this article

Song Chao , Chen Yue , Wang Ling , Zuo Jia , Liu Zeyuan . Analysis of Distribution Characteristics and Influencing Factors of Hot Papers——Comment on the Differences Under Time Window and Interdisciplinary[J]. Library and Information Service, 2019 , 63(16) : 84 -94 . DOI: 10.13266/j.issn.0252-3116.2019.16.009

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