Fifty years of information management research: A conceptual structure analysis using structural topic modeling
作者:
Highlights:
• This study provides a comprehensive overview of information management from 1970 to 2019.
• The conceptual evolution of information management domain is summarized and visualized.
• The latent topics are identified and analyzed using structural topic modeling.
• The most common themes and hotspots for future research are presented.
• Topics are organized as per organizational, library, and personal perspectives.
摘要
•This study provides a comprehensive overview of information management from 1970 to 2019.•The conceptual evolution of information management domain is summarized and visualized.•The latent topics are identified and analyzed using structural topic modeling.•The most common themes and hotspots for future research are presented.•Topics are organized as per organizational, library, and personal perspectives.
论文关键词:Information management,Structural topic models,Topic modeling,Generative models,Text analytics
论文评审过程:Received 10 July 2020, Revised 10 January 2021, Accepted 10 January 2021, Available online 22 January 2021, Version of Record 22 January 2021.
论文官网地址:https://doi.org/10.1016/j.ijinfomgt.2021.102316