A Review of Theory and Practice in Scientometrics
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Abstract (arXiv)
Scientometrics is the study of the quantitative aspects of the process of science as a communication system. It is centrally, but not only, concerned with the analysis of citations in the academic literature. In recent years it has come to play a major role in the measurement and evaluation of research performance. In this review we consider: the historical development of scientometrics, sources of citation data, citation metrics and the "laws" of scientometrics, normalisation, journal impact factors and other journal metrics, visualising and mapping science, evaluation and policy, and future developments.
Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). First posted on arXiv 22 Jan 2015.
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Citing papers per year: 2023: 2; 2024: 4.
6 papers.
- 2023The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Researchcited by 27
- 2024The Nature of NLP: Analyzing Contributions in NLP Paperscited by 12
- 2024Analyzing Diversity in Healthcare LLM Research: A Scientometric Perspectivecited by 4
- 2024Transforming Scholarly Landscapes: Influence of Large Language Models on Academic Fields beyond Computer Sciencecited by 4
- 2024Artificial intelligence contribution to translation industry: looking back and forwardcited by 2
- 2023pyBibX -- A Python Library for Bibliometric and Scientometric Analysis Powered with Artificial Intelligence Toolscited by 0
- 2024Artificial intelligence contribution to translation industry: looking back and forward29 Nov 2024
- 2024Transforming Scholarly Landscapes: Influence of Large Language Models on Academic Fields beyond Computer Science29 Sep 2024
- 2024The Nature of NLP: Analyzing Contributions in NLP Papers29 Sep 2024
- 2024Analyzing Diversity in Healthcare LLM Research: A Scientometric Perspective19 Jun 2024
- 2023The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research4 May 2023
- 2023pyBibX -- A Python Library for Bibliometric and Scientometric Analysis Powered with Artificial Intelligence Tools27 Apr 2023