SOCIAL NETWORKS: EFFECTIVE METHODS OF DIVIDING INTO TWO AND THREE GROUPS

Authors

  • Abduvokhidov Alisher Andijon davlat universiteti Algebra va analiz kafedrasi dotsenti
  • Jo’rayev Bahodirjon Andijon davlat universiteti Amaliy matematika kafedrasi mudiri
  • Samsaqov Odilbek Andijon davlat universiteti tayanch doktoranti

DOI:

https://doi.org/10.37547/

Keywords:

Social networks. Social network analysis. Division into groups. Community detection methods. Algorithms. Polarization of opinions. Interest groups. Computing resources. Structure of social networks. The digital age. Maximum likelihood.

Abstract

“Social networks: effective methods for dividing into two and three groups” is an objective look at current methods for analyzing social networks in order to identify subgroups or communities. The article examines in detail the use of various algorithms to determine the most clearly defined communities within social networks. Particular attention is paid to the importance of dividing into two or three groups to identify polarization of opinions or interest groups. The article also discusses the limitations of these methods related to the diversity of social network structures and the need for significant computing resources for large networks. In conclusion, the importance of updating and flexibility of approaches to analyzing social networks, taking into account the dynamic development of this area.

Downloads

Download data is not yet available.

References

1.Fortunato S., Community detection in graphs, Physics Reports, Volume 486, Issues 3–5, 2010, Pages 75-174, ISSN 0370-1573, https://doi.org/10.1016/j.physrep.2009.11.002.

2.Newman, Mark EJ. The structure and function of complex networks. SIAM review 45.2 (2003): 167-256. https://doi.org/10.1137/S003614450342480.

3.McPherson, Miller, Lynn Smith-Lovin, and James M. Cook. "Birds of a feather: Homophily in social networks." Annual review of sociology 27.1 (2001): 415-444.

4.Wasserman, Stanley, and Katherine Faust. "Social network analysis: Methods and applications." (1994).

5.Girvan, Michelle, and Mark EJ Newman. "Community structure in social and biological networks." Proceedings of the national academy of sciences 99.12 (2002): 7821-7826.

6.Weber L., Marketing to the Social Web: How Digital Customer Communities Build Your Business. ISBN:9781118258125 |DOI:10.1002/9781118258125. 2009

Downloads

Published

2026-03-18

How to Cite

SOCIAL NETWORKS: EFFECTIVE METHODS OF DIVIDING INTO TWO AND THREE GROUPS. (2026). International Bulletin of Applied Science and Technology, 6(3), 165-174. https://doi.org/10.37547/

Similar Articles

1-10 of 1921

You may also start an advanced similarity search for this article.