CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Application of a Modified k-Means Algorithm to Evaluatesignificance of Bibliometric Indices of Journals

by B. Annapurna, M. M. Naidu
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 151 - Number 2
Year of Publication: 2016
Authors: B. Annapurna, M. M. Naidu
10.5120/ijca2016911680

B. Annapurna, M. M. Naidu . Application of a Modified k-Means Algorithm to Evaluatesignificance of Bibliometric Indices of Journals. International Journal of Computer Applications. 151, 2 ( Oct 2016), 14-19. DOI=10.5120/ijca2016911680

@article{ 10.5120/ijca2016911680,
author = { B. Annapurna, M. M. Naidu },
title = { Application of a Modified k-Means Algorithm to Evaluatesignificance of Bibliometric Indices of Journals },
journal = { International Journal of Computer Applications },
issue_date = { Oct 2016 },
volume = { 151 },
number = { 2 },
month = { Oct },
year = { 2016 },
issn = { 0975-8887 },
pages = { 14-19 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume151/number2/26205-2016911680/ },
doi = { 10.5120/ijca2016911680 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:56:01.988115+05:30
%A B. Annapurna
%A M. M. Naidu
%T Application of a Modified k-Means Algorithm to Evaluatesignificance of Bibliometric Indices of Journals
%J International Journal of Computer Applications
%@ 0975-8887
%V 151
%N 2
%P 14-19
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The indices such as h-index, e-index etc has received much attention from the scientific community owing to their prowess to impact journal quality. Many different indicatorshave been developed to overcome drawbacks of h-index. Nearly four indices which are of prime importance in the publishing industry were utilized.In this paper, we present a modified k-means algorithm to generate three clusters of datasets of scientific journals.

References
  1. M. Amin & M. Mabe. 2000. Impact Factors: Use & Abuse, Perspectives in Publishing, Vol.No. 1, 1-6.
  2. Garfield, E.1996. How can impact factors be improved? British Medical Journal, 313, 411–413.
  3. Glänzel, W., & Moed, H. F. 2002. Journal impact measures in bibliometric research. Scientometrics, 53(2), 171–194.
  4. Saha, S., Saint, S. & Christakis, D.A. 2003. Impact factor: a valid measure of journal quality? Journal of the Medical Library Association 91:42-46.
  5. Dong, P., Loh, M. & Mondry, A. 2005. The "impact factor" revisited. Biomedical Digital Libraries 2:7 doi:10.1186/1742-5581-2-7.
  6. Lim, A., Ma, H., Wen, Q., Xu, Z., Cheang, B., Tan, B. & Zhu, W. 2007. Journal-Ranking.com: An Online Interactive Journal Ranking System. Proceedings of the National Conference on Artificial Intelligence, Vol.22 (2):1723-1729.
  7. Hirsch, J.E. 2005. An index to quantify an individual’s scientific research output. Proceedings of the National Academy of Sciences, Vol.102:16569–16572.
  8. Olden, J.D. 2007. How do ecological journals stack-up? Ranking of scientific quality according to the h-index. Ecoscience, Vol. 14(3):370-376.
  9. Rousseau, R. 2007. The influence of missing publications on the Hirsch index. Journal of Informetrics,Vol. 1:2–7.
  10. Vanclay, J.K. 2007. On the robustness of the h-index. Journal of the American Society for Information Science and Technology,Vol. 58(10):1547-1550.
  11. Steven B. Bird.2008. Journal Impact Factors, h Indices, and Citation Analyses in Toxicology. JOURNAL OF MEDICAL TOXICOLOGY, Vol. 4(4): 261-274.
  12. Egghe, L. 2006. Theory and practice of the g-index. Scientometrics, Vol. 69(1), .131–152.
  13. Kosmulski, M. 2006. A new Hirsch-type index saves time and works equally well as the original h-index. ISSI Newsletter, Vol. 2(3), 4–6.
  14. Rousseau, R. 2007. The influence of missing publications on the Hirsch index. Journal of Informetrics, Vol.1(1), 2–7.
  15. Jin, B. 2007. The AR-index: complementing the h-index. ISSI Newsletter, Vol.3(1), 6.
  16. Bornmann, L., Mutz, R., & Daniel, H. 2008. Are there better indices for evaluation purposes than the h-index? A comparison of nine different variants of the h-index using data from biomedicine. Journal of the American Society for Information Science and Technology, Vol.59(5), 830–837.
  17. Steven B. Bird.2008. Journal Impact Factors, h Indices, and Citation Analyses in Toxicology. JOURNAL OF MEDICAL TOXICOLOGY, Vol.4(4): 261-274.
  18. http://www.elsevier.com/
  19. http://www.python.org
  20. Jonathan Baarsch and M. Emre Celebi.2012."Investigation of Internal Validity Measures for K-Means Clustering" in Proceedings of the International Multiconference of Engineers and Computer Scientists, Vol 1, IMCES, HongKong.
Index Terms

Computer Science
Information Sciences

Keywords

h-index m-index A-index e-index k-means algorithm

Powered by PhDFocusTM