References
Eagle N, Pentland A, Lazer D. From the cover: inferring friendship network structure by using mobile phone data. Proc Natl Acad Sci USA, 2009, 106: 15274–15278
Wang D S, Pedreschi D, Song C M, et al. Human mobility, social ties, and link prediction. In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011. 1100–1108
Qin T, Shangguan W F, Song G, et al. Spatio-temporal routine mining on mobile phone data. ACM Trans Knowl Discov Data, 2018, 12: 1–24
Tang J, Lou T C, Kleinberg J. Inferring social ties across heterogenous networks. In: Proceedings of the 5th ACM International Conference on Web Search and Data Mining, 2012. 743–752
Tang W B, Zhuang H L, Tang J. Learning to infer social ties in large networks. In: Proceedings of Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Berlin, 2011. 381–397
Qin Y, Yu Z T, Wang Y B, et al. Detecting micro-blog user interest communities through the integration of explicit user relationship and implicit topic relations. Sci China Inf Sci, 2017, 60: 092105
Krebs V E. Mapping networks of terrorist cells. Connections, 2002, 24: 43–52
Taheri S M, Mahyar H, Firouzi M, et al. Extracting implicit social relation for social recommendation techniques in user rating prediction. In: Proceedings of the 26th International Conference on World Wide Web Companion, 2017. 1343–1351
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This work was supported by National Natural Science Foundation of China (Grant Nos. 61876006, 61572041).
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Song, G., Li, Y., Wang, J. et al. Inferring explicit and implicit social ties simultaneously in mobile social networks. Sci. China Inf. Sci. 63, 149101 (2020). https://doi.org/10.1007/s11432-017-9701-0
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DOI: https://doi.org/10.1007/s11432-017-9701-0