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Title: :  Friend Recommendation System Based Semantic
PaperId: :  3354
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 6 2016
DUI:    16.0415/IJARIIE-3354
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Desai Pooja SampatSanjivani COE kopargaon
Bhosale Rupali VinayakSanjivani COE Kopargaon
Bodakhe Kaminee TukaramSanjivani COE kopargaon
Agwan Sonali PrakashSanjivani COE kopargaon

Abstract

Computer Engineering
Friend Recommendation system, Life extraction analysis system, feedback control, matching graph, Recommend Friend.
In Existing social networking services recommend friends to users based on their social graphs, which is not appropriate to reflect a user’s preferences on friend selection in real life. We present a semantic-based friend recommendation system for social networks in which friends are recommended to user according to their life styles instead of social graphs. By using friend matching graph algorithm, a friend matching graph is being generated which shows/measures similarity of life styles between users, and recommends friends to users if their life styles have high similarity. By using text mining, we track user’s daily life as activity documents, from which his/her life styles are extracted by using the Latent Dirichlet Allocation algorithm. We also propose a similarity metric to measure the similarity of life styles between users, and rank the user based on their friend life style high similarity friend matching graph. After receiving a request, Friend recommendation system returns a list of people with highest recommendation scores to the query user. Finally, Friend Recommendation System integrates a feedback mechanism to further improve the recommendation accuracy.

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IJARIIE Desai Pooja Sampat, Bhosale Rupali Vinayak, Bodakhe Kaminee Tukaram, and Agwan Sonali Prakash. "Friend Recommendation System Based Semantic" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 6 2016 Page 517-522
MLA Desai Pooja Sampat, Bhosale Rupali Vinayak, Bodakhe Kaminee Tukaram, and Agwan Sonali Prakash. "Friend Recommendation System Based Semantic." International Journal Of Advance Research And Innovative Ideas In Education 2.6(2016) : 517-522.
APA Desai Pooja Sampat, Bhosale Rupali Vinayak, Bodakhe Kaminee Tukaram, & Agwan Sonali Prakash. (2016). Friend Recommendation System Based Semantic. International Journal Of Advance Research And Innovative Ideas In Education, 2(6), 517-522.
Chicago Desai Pooja Sampat, Bhosale Rupali Vinayak, Bodakhe Kaminee Tukaram, and Agwan Sonali Prakash. "Friend Recommendation System Based Semantic." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 6 (2016) : 517-522.
Oxford Desai Pooja Sampat, Bhosale Rupali Vinayak, Bodakhe Kaminee Tukaram, and Agwan Sonali Prakash. 'Friend Recommendation System Based Semantic', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 6, 2016, p. 517-522. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Friend_Recommendation_System_Based_Semantic_ijariie3354.pdf (Accessed : ).
Harvard Desai Pooja Sampat, Bhosale Rupali Vinayak, Bodakhe Kaminee Tukaram, and Agwan Sonali Prakash. (2016) 'Friend Recommendation System Based Semantic', International Journal Of Advance Research And Innovative Ideas In Education, 2(6), pp. 517-522IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Friend_Recommendation_System_Based_Semantic_ijariie3354.pdf (Accessed : )
IEEE Desai Pooja Sampat, Bhosale Rupali Vinayak, Bodakhe Kaminee Tukaram, and Agwan Sonali Prakash, "Friend Recommendation System Based Semantic," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 6, pp. 517-522, Nov-Dec 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/Friend_Recommendation_System_Based_Semantic_ijariie3354.pdf [Accessed : ].
Turabian Desai Pooja Sampat, Bhosale Rupali Vinayak, Bodakhe Kaminee Tukaram, and Agwan Sonali Prakash. "Friend Recommendation System Based Semantic." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 6 ().
Vancouver Desai Pooja Sampat, Bhosale Rupali Vinayak, Bodakhe Kaminee Tukaram, and Agwan Sonali Prakash. Friend Recommendation System Based Semantic. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(6) : 517-522. Available from: http://ijariie.com/AdminUploadPdf/Friend_Recommendation_System_Based_Semantic_ijariie3354.pdf
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