Leveraging personal photos to inferring friendships in social network services

Expert Systems with Applications

Volumn 39, Issue 8, 2012, Pages 6955-6966

  Kim, Heung Nam ^a   El Saddik, Abdulmotaleb ^a   Jung, Jin Guk ^b  

^a UNIVERSITY OF OTTAWA   (Canada)

^b Inha University   (South Korea)

Author keywords

Friend recommendations; Network mining; People tagging; Photo friends; Photo networks; Social networks

Indexed keywords

CO-OCCURRENCE; COMPACT DATA STRUCTURE; FRIEND RECOMMENDATIONS; PEOPLE-TAGGING; PHOTO FRIENDS; QUANTITATIVE INFORMATION; SOCIAL NETWORK ANALYSIS; SOCIAL NETWORK SERVICES; SOCIAL NETWORKS;

DATA STRUCTURES;

SOCIAL NETWORKING (ONLINE);

EID: 84862830192     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.01.022     Document Type: Article

References (26)

1. L.A. Adamic, and E. Adar Friends and neighbors on the Web Social Networks 25 3 2003 211 230
2. Agrawal, R.; & Srikant, R. (1994). Fast algorithms for mining association rules. In Proceedings of 1994 international conference on very large data bases (pp. 487-499).
3. D. Bollegala, Y. Matsuo, and M. Ishizuka Automatic discovery of personal name aliases from the Web IEEE Transactions on Knowledge and Engineering 2010 10.1109/TKDE.2010.162
4. P. Bonhard, and A. Sasse 'Knowing me, knowing you' - using profiles and social networking to improve recommender systems BT Technology Journal 24 3 2006 84 98
5. D.M. Boyd, and N.B. Ellison Social network sites: Definition, history, and scholarship Journal of Computer-Mediated Communication 13 1 2008 210 230
6. S. Brin, and L. Page The anatomy of a large-scale hypertextual Web search engine Computer Networks and ISDN Systems 30 1998 107 117
7. B. Bringmann, M. Berlingerio, and F. Bonchi Learning and predicting the evolution of social networks IEEE Intelligent Systems 25 4 2010 26 35
8. Brzozowski, M. J.; Hogg, T.; & Szabo, G. (2008). Friends and foes: ideological social networking. In Proceeding of the twenty-sixth annual SIGCHI conference on human factors in computing systems (pp. 817-820).
9. M. Crampes, J. Oliveira-Kumar, S. Ranwez, and J. Villerd Visualizing social photos on a Hasse Diagram for eliciting relations and indexing new photos IEEE Transactions on Visualization and Computer Graphics 15 6 2009 985 992
10. J. Donath, and D. Boyd Public displays of connection BT Technology Journal 22 4 2004 71 82
11. C. Galvez, and F. Moya-Anegón Approximate personal name-matching through finite-state graphs Journal of the American Society for Information Science and Technology 58 13 2007 1960 1976
12. Golder, S. (2008). Measuring social networks with digital photograph collections. In Proceedings of the 19th ACM conference on hypertext and hypermedia (pp. 43-48).
13. J. Han, and M. Kamber Mining frequent patterns associations and correlations Data mining: Concepts and techniques 2nd ed. 2006 Morgan Kaufmann Publishers 227 240
14. J.L. Herlocker, J.A. Konstan, L.G. Terveen, and J.T. Riedl Evaluating collaborative filtering recommender systems ACM Transactions on Information Systems 22 1 2004 5 53
15. Jeh, G.; & Widom, J. (2002). SimRank: A measure of structural-context similarity. In Proceedings of the 8th ACM SIGKDD international conference on knowledge discovery and data mining (pp. 271-279).
16. R.K.C. Lai, J.C.K. Tang, A.K.Y. Wong, and P.I.S. Lei Design and implementation of an online social network with face recognition Journal of Advances in Information Technology 1 1 2010 38 42
17. K. Lewis, J. Kaufman, M. Gonzalez, A. Wimmer, and N. Christakis Tastes, ties, and time: A new social network dataset using Facebook.com Social Networks 30 2008 330 342
18. D. Liben-nowell, and J. Kleinberg The link-prediction problem for social networks Journal of The American Society for Information Science and Technology 58 7 2007 1019 1031
19. Lin, Y. R.; Chi, Y.; Zhu, S.; Sundaram, H.; & Tseng, B. L. (2008). FacetNet: A framework for analyzing communities and their evolutions in dynamic networks. In Proceedings of the 17th international conference on World Wide Web (pp. 685-694).
20. C.D. Manning, P. Raghavan, and H. Schütze Introduction to information retrieval 1st ed 2008 Cambridge University Press (Chapter 8)
21. N. Mavridis, W. Kazmi, and P. Toulis Friends with faces: How social networks can enhance face recognition and vice versa Computational Social Network Analysis 2010 453 482
22. Moricz, M.; Dosbayev, Y.; & Berlyant, M. (2010). PYMK: Friend recommendation at myspace. In Proceedings of the 2010 international conference on management of data (pp. 999-1002).
23. Singla, P.; Kautz, H.; Luo, J.; & Gallagher, A. (2008). Discovery of social relationships in consumer photo collections using markov logic. In Proceedings of IEEE computer society conference on computer vision and pattern recognition workshops.
24. S. Staab, P. Domingos, P. Mike, J. Golbeck, L. Ding, and T. Finin Social networks applied IEEE Intelligent Systems 20 1 2005 80 93
25. Stone, Z.; Zickler, T.; & Darrell, T. (2008). Autotagging facebook: social network context improves photo annotation. In Proceedings of IEEE computer society conference on computer vision and pattern recognition workshop.
26. Yang, Z.; Tang, J.; & Li, J. (2010). Social community analysis via factor graph model. IEEE Intelligent Systems, http://dx.doi.org/10.1109/MIS. 2010.55.