A Survey on Friendbook Using Semantic based Friend Recommendation System

Sonali Devoram Adsure; Arati sanjay Arane; Ashwini Manohar Chavhan; Rohini Kailas Jagdhane; Amruta Dilip Pardeshi

A Survey on Friendbook Using Semantic based Friend Recommendation System

October 2015

Vol-1, Issue-4

Paper ID: 1310

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Data mining,Android

Keywords

Friend recommendation mobile sensing life style clustering similarity metric k-means Activity Recognition Social Networks Pattern Recognition

Abstract

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.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Sonali Devoram Adsure	SRES COE,Kopargaon
2	Arati sanjay Arane	SRES COE,Kopargaon
3	Ashwini Manohar Chavhan	SRES COE,Kopargaon
4	Rohini Kailas Jagdhane	SRES COE,Kopargaon
5	Amruta Dilip Pardeshi	SRES COE,Kopargaon

How to Cite

Use the following formats to cite this article in your research.

APA Style

Adsure, Sonali Devoram, Arane, Arati sanjay, Chavhan, Ashwini Manohar, Jagdhane, Rohini Kailas, & Pardeshi, Amruta Dilip (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.

MLA Style

Adsure, Sonali Devoram, et al. "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, pp. 280-286.

IEEE Style

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, 2015.

Vancouver Style

Adsure Sonali Devoram, Arane Arati sanjay, Chavhan Ashwini Manohar, Jagdhane Rohini Kailas, Pardeshi Amruta Dilip. A Survey on Friendbook Using Semantic based Friend Recommendation System. International Journal of Advance Research and Innovative Ideas In Education. 2015;1(4):280-286.

Harvard Style

Adsure, Sonali Devoram, Arane, Arati sanjay, Chavhan, Ashwini Manohar, Jagdhane, Rohini Kailas, & Pardeshi, Amruta Dilip (2015) 'A Survey on Friendbook Using Semantic based Friend Recommendation System', International Journal of Advance Research and Innovative Ideas In Education, 1(4), pp. 280-286.

Chicago Style

Adsure, Sonali Devoram, et al. "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.

Turabian Style

Adsure, Sonali Devoram, et al. "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.