Journal of Information Resources Management ›› 2024, Vol. 14 ›› Issue (6): 31-44.doi: 10.13365/j.jirm.2024.06.031

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Research on Theoretical Framework of Breakthrough Paper Identification Based on Citation Perspective

Huang Heng Wang Xuefeng Chen Hongshu Lei Ming   

  1. School of Management, Beijing Institute of Technology, Beijing, 100081
  • Online:2024-11-26 Published:2024-12-19
  • About author:Huang H, Ph.D. candidate, research direction: scientific text mining and innovation management; Wang X F(corresponding author), Ph.D., professor, research direction: technological innovation management, scientific text mining, technological prediction, Email: wxf5122@bit.edu.cn; Chen H S, Ph.D., assistant professor, research direction: knowledge management and innovation management, science and technology evaluation and innovation policy; Lei M, Ph.D. candidate, research direction: scientific text mining and innovation management.
  • Supported by:
    This work is supported by the General Program of National Natural Science Foundation of China titled "Identification of Potentially Disruptive Technologies in Biomedicine"(72074020) and the Youth Program of National Natural Science Foundation of China "Research on University-industry Collaboration Causing Mechanism and Potential Cooperative Opportunity Discovery in Multi-source Heterogeneous Networks"(72004009)

Abstract: No consensus has been reached on the characteristics of breakthrough papers and the theoretical models for their identification. The content analysis method is adopted to analyze the similarities and differences between the characteristics of breakthrough papers and breakthrough research. A conceptual model of breakthrough paper identification is constructed from citation perspective and reflects the impact of breakthrough paper on the citation network and mainstream theories. On this basis, a breakthrough paper generation model is proposed. The influence of knowledge recombination on the originality of breakthrough papers is discussed from backward citation perspective. On the other hand, a breakthrough paper diffusion model is proposed to sort out the different paths of scientific impact cross-domain diffusion of breakthrough papers from forward citation perspective. It is found that breakthrough papers may not necessarily have all the characteristics of breakthrough research. The core characteristics consist of a huge influence on scientific research, challenging mainstream theories and interdisciplinary. The study defines the core characteristics of breakthrough papers. The conceptual model, generation model and diffusion model of breakthrough papers identification are constructed to provide a theoretical basis for the subsequent breakthrough paper identification research.

Key words: Breakthrough paper, Conceptual model, Generation model, Diffusion model, Citation perspective

CLC Number: