International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 121 | Views: 313 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper | Computer Science & Engineering | China | Volume 8 Issue 5, May 2019 | Popularity: 6.8 / 10


     

Community Discovery Algorithm Based on Clustering and Genetic Optimization

Befikadu Birtukan Sieyum


Abstract: Community discovery algorithm is recently active area of scientific research and a study of in real world networks such as, computer network, social networks. Social network is a complex network of includes community groups, that have relationship between people in common identity, location, interests, occupations etc. It is used to have better standard community structure in complex network. This study proposed that a combination of clustering which is specified in k-means algorithm and genetic algorithm. In community discovery research area, there are many methods to solve a problem, because of this article depends on overlapping community study used the clique percolation method (CPM) to add in both algorithm that gives a better result in previous works. The study improves to have well structure community; quality of the relationship between two nodes satisfied and accurate relationship between each network in community.


Keywords: Community discovery, Clustering algorithm, Genetic optimization, k means clustering


Edition: Volume 8 Issue 5, May 2019


Pages: 1878 - 1882



Make Sure to Disable the Pop-Up Blocker of Web Browser




Text copied to Clipboard!
Befikadu Birtukan Sieyum, "Community Discovery Algorithm Based on Clustering and Genetic Optimization", International Journal of Science and Research (IJSR), Volume 8 Issue 5, May 2019, pp. 1878-1882, https://www.ijsr.net/getabstract.php?paperid=ART20198308, DOI: https://www.doi.org/10.21275/ART20198308



Similar Articles

Downloads: 0

Student Project, Computer Science & Engineering, India, Volume 11 Issue 6, June 2022

Pages: 1875 - 1880

Microclustering with Outlier Detection for DADC

Aswathy Priya M.

Share this Article

Downloads: 5 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Analysis Study Research Paper, Computer Science & Engineering, India, Volume 12 Issue 3, March 2023

Pages: 292 - 313

Machine Learning Algorithms, Perspectives, and Real - World Application: Empirical Evidence from United States Trade Data

Sakshi Aggarwal

Share this Article

Downloads: 99

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 2253 - 2256

Survey on Hubness - Based Clustering Algorithms

Nikita Dhamal, Antara Bhatttacharya

Share this Article

Downloads: 103

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016

Pages: 1980 - 1983

A Review on Clustering of Uncertain Data

Manisha Padole, Sonali Bodkhe

Share this Article

Downloads: 104

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1634 - 1638

Performance Comparison of Hard and Fuzzy Clustering Algorithms on ESTs of Human Genes

Abhilasha Chaudhuri, Asha Ambhaikar

Share this Article
Top