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Reinforcement Learning based Search algorithm in Social Network

Publication Type : Conference Proceedings

Publisher : International Conference On Smart Technologies For Smart Nation .

Source : International Conference On Smart Technologies For Smart Nation (SmartTechCon2017). Reva University,Bengaluru, 2017.

Campus : Bengaluru

School : Department of Computer Science and Engineering, School of Engineering

Department : Computer Science

Year : 2017

Abstract : Social network analysis has an increasing growth as an academic field which overlaps with popular interest in social networks. Search for an expert is one of the most important issues of mining of social networks which is finding the right person with the suitable skills and knowledge. The RLS algorithm exploited Q-Learning and referrals to find experts in social network to search expert in social network. Comparison of RLS with Simple Search Algorithm, Referral Algorithm and SNPageRank shows increase in both precision and recall. RLS learns to find new experts as old experts substitute their role with new ones due to changes in social network environment.

Cite this Research Publication : H. Singh and Dr. Tripty Singh, “Reinforcement Learning based Search algorithm in Social Network”, International Conference On Smart Technologies For Smart Nation (SmartTechCon2017). Reva University,Bengaluru, 2017.

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