International Journal of Advance Computational Engineering and Networking (IJACEN)
.
current issues
Volume-7,Issue-11  ( Nov, 2019 )
Past issues
  1. Volume-7, Issue-10  ( Oct, 2019 )
  2. Volume-7, Issue-9  ( Sep, 2019 )
  3. Volume-7, Issue-8  ( Aug, 2019 )
  4. Volume-7, Issue-7  ( Jul, 2019 )
  5. Volume-7, Issue-6  ( Jun, 2019 )
  6. Volume-7, Issue-5  ( May, 2019 )
  7. Volume-7, Issue-4  ( Apr, 2019 )
  8. Volume-7, Issue-3  ( Mar, 2019 )
  9. Volume-7, Issue-2  ( Feb, 2019 )
  10. Volume-7, Issue-1  ( Jan, 2019 )

Statistics report
Jan. 2020
Submitted Papers : 80
Accepted Papers : 10
Rejected Papers : 70
Acc. Perc : 12%
Issue Published : 82
Paper Published : 1209
No. of Authors : 3038
  Journal Paper

Paper Title
Improviesed Genetic Algorithm For Fuzzy Overlapping Community Detection in Social Networks

Abstract
Community structure identification is an important task in social network analysis. Social communications exist with some social situation and communities are a fundamental form of social contexts. Social network is application of web mining and web mining is also an application of data mining. Social network is a type of structure made up of a set of social actors like as persons or organizations, sets of pair ties, and other interaction socially between actors. In recent scenario community detection in social networks is a very hot and dynamic area of research. In this paper, we have used improvised genetic algorithm for community detection in social networks, we used the combination of roulette wheel selection and square quadratic knapsack problem. We have executed the experiment on different datasets i.e. Zachary’s karate club [31], American college football [39], Dolphin social network [32] and many more. All are verified and well known datasets in the research world of social network analysis. An experimental result shows the improvement on convergence rate of proposed algorithm and discovered communities are highly inclined towards quality. Index term: community detection, genetic algorithm, roulette wheel selection,


Author - Harish Kumar Shakya, Kuldeep Singh, Bhaskar Biswas

| PDF |
Viewed - 53
| Published on 2016-10-22
   
   
IRAJ Other Journals
IJACEN updates
Paper Submission is open now for upcoming Issue.
The Conference World

JOURNAL SUPPORTED BY