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Entity linking systems for literature reviews

Author

Listed:
  • Mauricio Marrone

    (Macquarie University)

  • Sascha Lemke

    (University of Goettingen)

  • Lutz M. Kolbe

    (University of Goettingen)

Abstract

Computer-assisted methods and tools can help researchers automate the coding process of literature reviews and accelerate the literature review process. However, existing approaches for coding textual data do not account for lexical ambiguity; that is, instances in which individual words have multiple meanings. To counter this, we developed a method to conduct rapid and comprehensive analyses of diverse literature types. Our method uses entity linking and keyword analysis and is embedded into a literature review framework. Next, we apply the framework to review the literature on digital disruption and digital transformation. We outline the method’s advantages and its applicability to any research topic.

Suggested Citation

  • Mauricio Marrone & Sascha Lemke & Lutz M. Kolbe, 2022. "Entity linking systems for literature reviews," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(7), pages 3857-3878, July.
    • Handle: RePEc:spr:scient:v:127:y:2022:i:7:d:10.1007_s11192-022-04423-5
    DOI: 10.1007/s11192-022-04423-5
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    References listed on IDEAS

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