Exploring Gender Role in Co-Authorship Networks for Computing Books: A Case Study in DBLP

Autor(i)

  • Kosovare Sahatqija South East European University, Faculty of Contemporary Sciences and Technologies, Tetovo, Macedonia
  • Arbana Kadriu South East European University, Faculty of Contemporary Sciences and Technologies, Tetovo, Macedonia

Ključne riječi:

Gender role, co-authorship, DBLP, CS community

Sažetak

Social network analysis and mining intend to explore for certain, previously unknown, and probably useful relational information from social and information networks. In our case, the research paper is about identifying collaborative networks between the authors (co-authors) of Computer Science books with the highlighted focus on the women computer scientist’s community. Often the hardest part of collaborating is knowing whom you should be collaborating with. Hence, this study will tackle this issue and will identify, and present a visualization of the co-authors which have already collaborated and how often they have collaborated. In this way, we are going to distinguish the successful collaboration between co-authors, the trend of further collaboration between them and the participation of women on these collaborations. This paper is research which is based on detailed and intensive analysis of the different ways of identifying these kinds of connections through secondary material.

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Reference

Arif, T., Ali, R., Asger, M. (2012), “Scientific Co-authorship Social Networks: A case study of Computer Science Scenario in India”, International Journal of Computer Applications, Vol. 52, No. 12, pp. 38-45.

Baker, M. (2012), Academic Careers and the Gender Gap, UBC Press, Vancuver, Toronto.

Cheatham, M., Cleereman, K. (2006), “Application of Social Network Analysis to Collaborative Team Formation”, in the Proceedings of the International Symposium on Collaborative Technologies and Systems (CTS), Las Vegas, NV, USA, IEEE, pp. 306-311.

Fox, M. F. (2005), “Gender, family characteristics, and publication productivity among scientists”, Social Studies of Science, Vol. 35, No. 1, pp. 131-150.

Hansen, D., Shneiderman, B., Smith, M. A. (2011), Analysing Social Media Networks with NodeXL: Insights from a connected world, Morgan Kaufmann.

Huang, T. H., Huang, M. L. (2006), “Analysis and Visualization of Co-authorship Networks for Understanding Academic Collaboration and Knowledge Domain of Individual Researchers”, in the Proceedings of the International Conference on Computer Graphics, Imaging and Visualization, Sydney, Qld., Australia, IEEE, pp. 18-23.

Kadriu, A. (2013), “Discovering Value in Academic Social Networks: A Case Study in ResearchGate”, in the Proceedings of the 35th International Conference on Information Technology Interfaces, Cavtat, Croatia, IEEE, pp. 57-62.

Linton, F. (1977), "A set of measures of centrality based upon betweenness", Sociometry, Vol. 40, No. 1, pp. 35-41.

Liu, X., Bollen, J., Nelson, M. L., Sompel, H. V. (2005), “Co-authorship networks in the digital library research community”, Information Processing and Management, Vol. 41, No. 6, pp. 1462-1480.

Lu, H., Feng, Y. (2009), “A measure of authors’ centrality in co-authorship networks based on the distribution of collaborative relationship”, Scientometrics, Vol. 81, No. 2.

Rodriguez, M. A., Pepe, A. (2008), “On the relationship between the structural and socioacademic communities of a coauthorship network”, Journal of Informetrics, Vol. 2, No. 3, pp. 195-201.

Sun, Y., Barber, R., Aggarwal, C. C., Han, J. (2011), “Co-author Relationship Prediction in Heterogeneous Bibliographic Networks”, in the Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, Kaohsiung, Taiwan, IEEE, pp. 121-128.

Yan, E., Ding, Y. (2010), “Discovering author impact: A PageRank perspective”, Information Processing and Management, Vol. 47, No. 1, pp. 125-134.

Zhou, D., Orshanskiy, S. A., Zha, H., Giles, C. L. (2007), “Co-Ranking Authors and Documents in a Heterogeneous Network”, in the Proceedings of the Seventh International Conference on Data Mining (ICDM), Omaha, NE, USA, IEEE, pp. 739-744.

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Objavljeno

2019-10-31

Kako citirati

Sahatqija, K., & Kadriu, A. (2019). Exploring Gender Role in Co-Authorship Networks for Computing Books: A Case Study in DBLP. ENTRENOVA - ENTerprise REsearch InNOVAtion, 5(1), 10–16. Preuzeto od https://hrcak.srce.hr/ojs/index.php/entrenova/article/view/13725

Broj časopisa

Rubrika

Mathematical and Quantitative Methods