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Title: :  IMPROVED COMMUNITY DETECTION ALGORITHM BASED ON DISTANCE CENTRALITY IN SOCIAL NETWORK
PaperId: :  2416
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2416
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Juhi PrajapatiGovernment Engineering College,Modasa
Dr.S.M.ShahGovernment Engineering College,Modasa

Abstract

Computer Engineering
Social Network, Community Detection, Distance Centrality, Similarity
In today's era, online social networks have become quite prominent, and a lot of research is getting done for making these networks useful and more enjoyable, by suggesting useful communities and similar interest communities to users. Also due to freely available web space and interactions, there are multi communities per user, making it really hard for highly iterative algorithms to perform fast and give meaningful suggestions. So, using community detection algorithm provides some important information from social network. Social network is one of the most vital complicated networks. Many existing community detection algorithms are developed. Distance Centrality based Community Detection algorithm required the more recalculations of center node for each community. In this paper, we propose improved Distance Centrality based Community Detection algorithm which reduce the recalculations of center node for each community. First we calculate the distance between nodes and get the pre-community then choose the center node by calculating the closeness centrality of each node using their distance data. Then check the similarity between pre-community nodes and non pre-community nodes and assign every node to the foremost similar community. We will get communities from the social network. We demonstrate that the proposed improved Distance Centrality based Community Detection (iDCCD) algorithm terminated on a decent community number and additionally has comparable detection accuracy with different existing approaches.

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IJARIIE Juhi Prajapati, and Dr.S.M.Shah. "IMPROVED COMMUNITY DETECTION ALGORITHM BASED ON DISTANCE CENTRALITY IN SOCIAL NETWORK" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 2329-2336
MLA Juhi Prajapati, and Dr.S.M.Shah. "IMPROVED COMMUNITY DETECTION ALGORITHM BASED ON DISTANCE CENTRALITY IN SOCIAL NETWORK." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 2329-2336.
APA Juhi Prajapati, & Dr.S.M.Shah. (2016). IMPROVED COMMUNITY DETECTION ALGORITHM BASED ON DISTANCE CENTRALITY IN SOCIAL NETWORK. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 2329-2336.
Chicago Juhi Prajapati, and Dr.S.M.Shah. "IMPROVED COMMUNITY DETECTION ALGORITHM BASED ON DISTANCE CENTRALITY IN SOCIAL NETWORK." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 2329-2336.
Oxford Juhi Prajapati, and Dr.S.M.Shah. 'IMPROVED COMMUNITY DETECTION ALGORITHM BASED ON DISTANCE CENTRALITY IN SOCIAL NETWORK', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 2329-2336. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/IMPROVED_COMMUNITY_DETECTION_ALGORITHM_BASED_ON_DISTANCE_CENTRALITY_IN_SOCIAL_NETWORK_ijariie2416.pdf (Accessed : ).
Harvard Juhi Prajapati, and Dr.S.M.Shah. (2016) 'IMPROVED COMMUNITY DETECTION ALGORITHM BASED ON DISTANCE CENTRALITY IN SOCIAL NETWORK', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 2329-2336IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/IMPROVED_COMMUNITY_DETECTION_ALGORITHM_BASED_ON_DISTANCE_CENTRALITY_IN_SOCIAL_NETWORK_ijariie2416.pdf (Accessed : )
IEEE Juhi Prajapati, and Dr.S.M.Shah, "IMPROVED COMMUNITY DETECTION ALGORITHM BASED ON DISTANCE CENTRALITY IN SOCIAL NETWORK," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 2329-2336, May-Jun 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/IMPROVED_COMMUNITY_DETECTION_ALGORITHM_BASED_ON_DISTANCE_CENTRALITY_IN_SOCIAL_NETWORK_ijariie2416.pdf [Accessed : ].
Turabian Juhi Prajapati, and Dr.S.M.Shah. "IMPROVED COMMUNITY DETECTION ALGORITHM BASED ON DISTANCE CENTRALITY IN SOCIAL NETWORK." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 ().
Vancouver Juhi Prajapati, and Dr.S.M.Shah. IMPROVED COMMUNITY DETECTION ALGORITHM BASED ON DISTANCE CENTRALITY IN SOCIAL NETWORK. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(3) : 2329-2336. Available from: http://ijariie.com/AdminUploadPdf/IMPROVED_COMMUNITY_DETECTION_ALGORITHM_BASED_ON_DISTANCE_CENTRALITY_IN_SOCIAL_NETWORK_ijariie2416.pdf
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