A critical study and analysis of journal metric “CiteScoreâ€, cluster and regression analysis

  • Authors

    • K Varada Rajkumar
    • Yesubabu Adimulam
    • K Subrahmanyam
    2018-03-18
    https://doi.org/10.14419/ijet.v7i2.7.10251
  • Jounral Metrics, CiteScore, Clustering Algorithms, Fuzzy Clustering, Regression.
  • Abstract

    In previous days the quality of journal is measured based on many metrics such as impact factor; SNIP(Source Normalized Impact Per paper),SJR( SCImago Journal Rank) and IPP(Impact Per Publication). It is very hard to find that the research papers to be published in which journal? CiteScore is a better way of measuring the citation impact of sources such as journals. CiteScore is a metrics product for journal from elsevier, using the citation data from the scopusdatabase to rank journals. CiteScore metrics is a comprehensive current and free metrics for source titles in scopus. Apart from Impact factor, CiteScore is becoming increasingly important in the context of evaluating metrics for all journals. CiteScore metrics are available for 37956 titles in scopus. It is not limited to journals as also conference proceedings, trade, publications and book series. The metrics are available 6 years period from 2011 to 2016. For a subset of CiteScore dataset clustering and regression algorithms can be implemented to study the data points that lie equally distant from one another.
  • References

    1. [1] Brian Everitt, “Cluster Analysis,†2nd Edition, chapter 3. Halsted Press, 1980.

      [2] Kirsten M, Wrobel S., “Relational distance-based clustering†Inductive Logic Programmingâ€, pp. 261-70,1998.

      [3] Liu J, Mohammed J, Carter J, Ranka S, Kahveci T, Baudis M. “Distance-based clustering of CGH data,†Bioinformatics, Vol. 22, Iss. 16, pp. 1971-1978, 2006.

      [4] Fox J. “Applied regression analysis, linear models, and related methodsâ€, Sage Publications, Inc; 1997.

      [5] SA Azer A Holen, I Wilson, and N Skokauskas , “Impact factor of medical education journals and recently developed indices: Can any of them support academic promotion criteria?,†Journal of Postgraduate Medicine, Jan-Mar; 62(1), pp. 32–39, 2016.

      [6] Jaime A.Texixeria da Silva, Aamir RaoofMemon, “CiteScore: A cite for sore eyes, or a valuable, transparent metric?,†Scientometrics, Vol 111, Iss. 1, pp. 553-556, 2017.

      [7] Richard T. Harrison, “Signalling journal impact and prestige: Venture Capital: An International Journal of Entrepreneurial Finance,†Venture Capital, An International Journal of Entrepreneurial Finance, Vol 19, Iss 4, pp. 257-262, 2017.

      [8] Hans Zijlstra , Rachel McCullough, “CiteScore: a new metric to help you track journal performance and make decisions,†ELSEVIER, 2016.

      [9] P. Alam, D. Booth, K. Lee, T.Thordarson, “The use of fuzzy clustering algorithm and self-organizing neural networks for identifying potentially failing banks: an experimental study,†Expert Systems with Applications, Vol. 18, Iss. 3, pp. 185-199, 2000.

      [10] Yixin Chen, Guozhu Dong, Jiawei Han, Benjamin W.Wah and Jianyoung Wang, “Multi-Dimensional Regression Analysis of Time-Series Data Streams,†Proceeding of the 28th International Conference on Very Large Databases, pp.323 – 334, 2002.

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  • How to Cite

    Varada Rajkumar, K., Adimulam, Y., & Subrahmanyam, K. (2018). A critical study and analysis of journal metric “CiteScore”, cluster and regression analysis. International Journal of Engineering & Technology, 7(2.7), 28-32. https://doi.org/10.14419/ijet.v7i2.7.10251

    Received date: 2018-03-18

    Accepted date: 2018-03-18

    Published date: 2018-03-18