Pang, Jun ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC) ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Zhang, Yang ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
External co-authors :
yes
Language :
English
Title :
Inferring friendship from check-in data of location-based social networks
Publication date :
2015
Event name :
5th Workshop on Social Network Analysis in Applications (as part of 7th International Conference on Advances in Social Networks Analysis and Mining)
Event date :
2015
Audience :
International
Main work title :
Proceedings of the 7th International Conference on Advances in Social Networks Analysis and Mining (ASONAM'15)
Q. Li, Y. Zheng, X. Xie, Y. Chen, W. Liu, and W.-Y. Ma, "Mining User Similarity Based on Location History," in Proc. 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. ACM, 2008, p. 34.
N. Eagle, A. S. Pentland, and D. Lazer, "Inferring Friendship Network Structure by Using Mobile Phone Data," Proceedings of the National Academy of Sciences, vol. 106, no. 36, pp. 15 274-15 278, 2009.
J. Cranshaw, E. Toch, J. Hong, A. Kittur, and N. Sadeh, "Bridging the Gap Between Physical Location and Online Social Networks," in Proc. 12th ACM International Conference on Ubiquitous computing. ACM, 2010, pp. 119-128.
E. Cho, S. A. Myers, and J. Leskovec, "Friendship and Mobility: User Movement in Location-based Social Networks," in Proc. 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, 2011, pp. 1082-1090.
D. J. Crandall, L. Backstrom, D. Cosley, S. Suri, D. Huttenlocher, and J. Kleinberg, "Inferring Social Ties from Geographic Coincidences," Proceedings of the National Academy of Sciences, vol. 107, no. 52, pp. 22 436-22 441, 2010.
J. Chang and E. Sun, "Location3: How Users Share and Respond to Location-based Data on Social Networking Sites," in Proc. 5th International Conference on Weblogs and Social Media. The AAAI Press, 2011.
H. Pham, C. Shahabi, and Y. Liu, "EBM - An Entropy-based Model to Infer Social Strength from Spatiotemporal Data," in Proc. 2013 International Conference on Management of Data. ACM, 2013, pp. 265-276.
X. Chen, J. Pang, and R. Xue, "Constructing and comparing user mobility profiles for location-based services," in Proc. 28th ACM Symposium on Applied Computing. ACM Press, 2013, pp. 261-266.
X. Chen, J. Pang, and R. Xue, "Constructing and comparing user mobility profiles," ACM Transactions on the Web, vol. 8, no. 4, p. article 21, 2014.
J. Tang, Y. Chang, and H. Liu, "Mining social media with social theories: a survey," ACM SIGKDD Explorations Newsletter, vol. 15, no. 2, pp. 20-29, 2014.
X. Chen, R. Lv, X. Ma, and J. Pang, "Measuring user similarity with trajectory patterns: Principles and new metrics," in Proc. 16th Asia-Pacific Web Conference, ser. Lecture Notes in Computer Science, vol. 8709. Springer, 2014, pp. 437-448.
X. Chen, P. Kordy, R. Lv, and J. Pang, "MinUS: Mining user similarity with trajectory patterns," in Proc. 7th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ser. Lecture Notes in Computer Science, vol. 8726. Springer, 2014, pp. 436-439.
H. Wang, Z. Li, and W.-C. Lee, "PGT: Measuring mobility relationship using personal, global and temporal factors," in Proc. 14th IEEE International Conference on Data Mining (ICDM). IEEE, 2014, pp. 570-579.
Y. Zhang and J. Pang, "Distance and friendship: A distance-based model for link prediction in social networks," in Proc. 17th Asia-Pacific Web Conference, ser. LNCS. Springer, 2015, accepted.
J. Pang and Y. Zhang, "Exploring communities for effective location prediction," in Proc. 24th World Wide Web Conference (Companion Volume). ACM, 2015, pp. 87-88.
J. Pang and Y. Zhang, "Event prediction with community leaders," in Proc. 10th Conference on Availability, Reliability and Security. IEEE CS, 2015, accepted.
