Identification of influential nodes from social networks based on Enhanced Degree Centrality Measure

Souvenir of the 2015 IEEE International Advance Computing Conference, IACC 2015

Volumn , Issue , 2015, Pages 1179-1184

  Srinivas, Amedapu ^a   Velusamy, R Leela ^a  

^a NATIONAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

clustering co efficient; degree centrality; influential node; Social networs

Indexed keywords

COMPUTER PROGRAMMING; COMPUTER SCIENCE;

ACTIVE NODE; CLUSTERING CO-EFFICIENT; DEGREE CENTRALITY; INFLUENTIAL NODES; NODE-BASED; RESEARCH FIELDS; SOCIAL ENTITIES; SOCIAL NETWORS;

SOCIAL NETWORKING (ONLINE);

EID: 84941966152     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IADCC.2015.7154889     Document Type: Conference Paper

References (11)

1. Masahiro Kimura, Kazumasa Yamakawa, Kazumi Saito, and Hiroshi Motoda, "Community Analysis of Influential Nodes for Information Diffusion on a Social Network", IEEE International Joint Conference on Neural Networks, pp. 1358-1363, 2008.
2. Feng Zou, Zhao Zhang, and Weili Wu, "Latency-Bounded Minimum Influential Node Selection in Social Networks", Wireless Algorithms, Systems, and Applications, Lecture Notes in Computer Science, Volume 5682, pp 519-526, 2009.
3. Xiaohang Zhang, Ji Zhu, Qi Wang, Han Zhao, "IdentifYing influential nodes in complex networks with community structure", KnowledgeBased Systems, vol. 42, pp. 74-84, 2013.
4. Narayanam, R. , Narahari, Y. ,"A ShaPley Value-Based Approach to Discover Influential Nodes in Social Networks", Automation Science and Engineering, IEEE Transactions on Vol. 8, no. I, pp. 130-147, 2011.
5. Masahiro Kimura, Kazumi Saito, Ryohei Nakano, Hiroshi Motoda, "Extracting influential nodes on a social network for infonnation diffusion", Data Mining and Knowledge Discovery , Vol 20, No I , pp 70-97 , 2010.
6. Jingyu Zhou, Yunlong Zhang, Jia Cheng, "Preference-based mining of top-K influential nodes in social networks", Future Generation Computer Systems, Vol. 31, pp 40-47, 2014.
7. Kimura, M. , Yamakawa, K. ; Saito, K. ; Motoda, H. ," Community Analysis of Influential Nodes for Infonnation Diffusion on a Social Network" IEEE International Joint Conference on Neural Networks, pp. 1358-1363, 2008.
8. Lilian Weng, Filippo Menczer, Yong-Yeol Ahn, "Virality Prediction and Community Structure in Social Networks", Scientific Reports, No. 2522, 2013.
9. Marco Vanetti, Elisabetta Binaghi, Elena Ferrari, Barbara Carrninati, Moreno Carullo, "A System to Filter Unwanted Messages from OSN User Walls," IEEE Transactions on Knowledge and Data Engineering, vol. 25, no. 2, pp. 285-297, 2013.
10. Duncan J. Watts, and Stevan H. Strogatz, "Collective dynamics of ,small-world networks"', Nature, vol 393, pp 440-442, 1998.
11. dataset website: '' http://konect. uni-koblenz. de/networks/facebook-sg''