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Title: :  A Survey on Friendbook Using Semantic based Friend Recommendation System
PaperId: :  1310
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 1 Issue 4 2015
DUI:    16.0415/IJARIIE-1310
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sonali Devoram AdsureSRES COE,Kopargaon
Arati sanjay AraneSRES COE,Kopargaon
Ashwini Manohar ChavhanSRES COE,Kopargaon
Rohini Kailas JagdhaneSRES COE,Kopargaon
Amruta Dilip PardeshiSRES COE,Kopargaon

Abstract

Data mining,Android
Friend recommendation, mobile sensing, life style, clustering, similarity metric, k-means, Activity Recognition, Social Networks, Pattern Recognition
Existing social networking services advise friends to users based on their social graphs, which may not be the most correct to reflect a user’s preferences on friend selection in real life. In this system a novel semantic based friend recommendation system for social networks, which advice the friends to users based on their life styles instead of social graphs. By taking advantage of sensor-rich smartphones, Friendbook expose life styles of users from usercentric sensor data, measures the similarity of life styles between users, and advice the friends to users if their life styles have high similarity .We further propose a similarity metric to measure the similarity of life styles between users, and calculate users’ impact in terms of life styles with a friend-matching graph. Upon receiving a request, Friendbook gaincoming a list of people with highest recommendation scores to the query user. Finally, Friendbook integrates a feedback mechanism to further improve the recommendation accuracy. The results show that the recommendations accurately reflect the preferences of users in choosing friends.

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IJARIIE Sonali Devoram Adsure, Arati sanjay Arane, Ashwini Manohar Chavhan, Rohini Kailas Jagdhane, and Amruta Dilip Pardeshi. "A Survey on Friendbook Using Semantic based Friend Recommendation System" International Journal Of Advance Research And Innovative Ideas In Education Volume 1 Issue 4 2015 Page 280-286
MLA Sonali Devoram Adsure, Arati sanjay Arane, Ashwini Manohar Chavhan, Rohini Kailas Jagdhane, and Amruta Dilip Pardeshi. "A Survey on Friendbook Using Semantic based Friend Recommendation System." International Journal Of Advance Research And Innovative Ideas In Education 1.4(2015) : 280-286.
APA Sonali Devoram Adsure, Arati sanjay Arane, Ashwini Manohar Chavhan, Rohini Kailas Jagdhane, & Amruta Dilip Pardeshi. (2015). A Survey on Friendbook Using Semantic based Friend Recommendation System. International Journal Of Advance Research And Innovative Ideas In Education, 1(4), 280-286.
Chicago Sonali Devoram Adsure, Arati sanjay Arane, Ashwini Manohar Chavhan, Rohini Kailas Jagdhane, and Amruta Dilip Pardeshi. "A Survey on Friendbook Using Semantic based Friend Recommendation System." International Journal Of Advance Research And Innovative Ideas In Education 1, no. 4 (2015) : 280-286.
Oxford Sonali Devoram Adsure, Arati sanjay Arane, Ashwini Manohar Chavhan, Rohini Kailas Jagdhane, and Amruta Dilip Pardeshi. 'A Survey on Friendbook Using Semantic based Friend Recommendation System', International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 4, 2015, p. 280-286. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_Survey_on_Friendbook_Using_Semantic_based_Friend_Recommendation_System_ijariie1310_volume_1_14_page_280_286.pdf (Accessed : 18 May 2021).
Harvard Sonali Devoram Adsure, Arati sanjay Arane, Ashwini Manohar Chavhan, Rohini Kailas Jagdhane, and Amruta Dilip Pardeshi. (2015) 'A Survey on Friendbook Using Semantic based Friend Recommendation System', International Journal Of Advance Research And Innovative Ideas In Education, 1(4), pp. 280-286IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_Survey_on_Friendbook_Using_Semantic_based_Friend_Recommendation_System_ijariie1310_volume_1_14_page_280_286.pdf (Accessed : 18 May 2021)
IEEE Sonali Devoram Adsure, Arati sanjay Arane, Ashwini Manohar Chavhan, Rohini Kailas Jagdhane, and Amruta Dilip Pardeshi, "A Survey on Friendbook Using Semantic based Friend Recommendation System," International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 4, pp. 280-286, Sep-Oct 2015. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_Survey_on_Friendbook_Using_Semantic_based_Friend_Recommendation_System_ijariie1310_volume_1_14_page_280_286.pdf [Accessed : 18 May 2021].
Turabian Sonali Devoram Adsure, Arati sanjay Arane, Ashwini Manohar Chavhan, Rohini Kailas Jagdhane, and Amruta Dilip Pardeshi. "A Survey on Friendbook Using Semantic based Friend Recommendation System." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 1 number 4 (18 May 2021).
Vancouver Sonali Devoram Adsure, Arati sanjay Arane, Ashwini Manohar Chavhan, Rohini Kailas Jagdhane, and Amruta Dilip Pardeshi. A Survey on Friendbook Using Semantic based Friend Recommendation System. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2015 [Cited : 18 May 2021]; 1(4) : 280-286. Available from: http://ijariie.com/AdminUploadPdf/A_Survey_on_Friendbook_Using_Semantic_based_Friend_Recommendation_System_ijariie1310_volume_1_14_page_280_286.pdf
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