Y. Zheng and X. Zhou, Computing with Spatial Trajectories, 2011.
DOI : 10.1007/978-1-4614-1629-6

Z. Yu, C. Wang, J. Bu, X. Wang, Y. Wu et al., Friend recommendation with content spread enhancement in social networks, Information Sciences, vol.309, pp.102-118, 2015.
DOI : 10.1016/j.ins.2015.03.012

E. Cho, S. A. Myers, and J. Leskovec, Friendship and mobility, Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '11, pp.1082-1090, 2011.
DOI : 10.1145/2020408.2020579

D. H. Zhu, Y. P. Chang, J. J. Luo, and X. Li, Understanding the adoption of location-based recommendation agents among active users of social networking sites, Information Processing & Management, vol.50, issue.5, pp.675-682, 2014.
DOI : 10.1016/j.ipm.2014.04.010

J. Valverde-rebaza, M. Roche, P. Poncelet, and A. Lopes, Exploiting social and mobility patterns for friendship prediction in location-based social networks, 2016 23rd International Conference on Pattern Recognition (ICPR), pp.2526-2531, 2016.
DOI : 10.1109/ICPR.2016.7900016

URL : https://hal.archives-ouvertes.fr/lirmm-01362397

O. Ozdikis, H. Ouztzn, and P. Karagoz, Evidential estimation of event locations in microblogs using the Dempster???Shafer theory, Information Processing & Management, vol.52, issue.6, pp.1227-1246, 2016.
DOI : 10.1016/j.ipm.2016.06.001

D. Liben-nowell and J. Kleinberg, The link-prediction problem for social networks, Journal of the American Society for Information Science and Technology, vol.393, issue.7, pp.1019-1031, 2007.
DOI : 10.1017/CBO9780511814075

L. Lü and T. Zhou, Link prediction in complex networks: A survey, Physica A: Statistical Mechanics and its Applications, pp.1150-1170, 2011.

V. Martínez, F. Berzal, and J. Cubero, A Survey of Link Prediction in Complex Networks, ACM Computing Surveys, vol.49, issue.4, pp.1-6933, 2016.
DOI : 10.1140/epjb/e2009-00335-8

J. Wu, G. Zhang, and Y. Ren, A balanced modularity maximization link prediction model in social networks, Information Processing & Management, vol.53, issue.1, pp.295-307, 2017.
DOI : 10.1016/j.ipm.2016.10.001

J. Bao, Y. Zheng, D. Wilkie, and M. Mokbel, Recommendations in location-based social networks: a survey, GeoInformatica, vol.5, issue.1, pp.525-565, 2015.
DOI : 10.1007/978-1-4614-1629-6

Q. Li, Y. Zheng, X. Xie, Y. Chen, W. Liu et al., Mining user similarity based on location history, Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems, GIS '08, pp.341-3410, 2008.
DOI : 10.1145/1463434.1463477

J. Wang, R. Tan, R. Zhang, and F. You, A Recommender System Research Based on Location-Based Social Networks, Proceedings of the 8th International Conference on Social Computing and Social Media, pp.81-90, 2016.
DOI : 10.1109/ICII.2001.983048

R. Pálovics, P. Szalai, J. Pap, E. Frigó, L. Kocsis et al., Location-aware online learning for top-k recommendation, IEEE International Conference on Pervasive Computing and Communications (PerCom) 2016, pp.490-504, 2017.
DOI : 10.1016/j.pmcj.2016.06.001

M. Allamanis, S. Scellato, and C. Mascolo, Evolution of a location-based online social network, Proceedings of the 2012 ACM conference on Internet measurement conference, IMC '12, pp.145-158, 2012.
DOI : 10.1145/2398776.2398793

M. Narayanan and A. K. Cherukuri, A study and analysis of recommendation systems for location-based social network (LBSN) with big data, IIMB Management Review, vol.28, issue.1, pp.25-30, 2016.
DOI : 10.1016/j.iimb.2016.01.001

O. Mengshoel, R. Desail, A. Chen, and B. Tran, Will we connect again? machine learning for link prediction in mobile social networks, Eleventh Workshop on Mining and Learning with Graphs, 2013.

J. Zhang, X. Kong, and P. S. Yu, Transferring heterogeneous links across location-based social networks, Proceedings of the 7th ACM international conference on Web search and data mining, WSDM '14, pp.303-312, 2014.
DOI : 10.1145/2556195.2559894

URL : http://www.cs.uic.edu/~xkong/wsdm14.pdf

Q. Liu, S. Tang, X. Zhang, X. Zhao, B. Y. Zhao et al., Network Growth and Link Prediction Through an Empirical Lens, Proceedings of the 2016 ACM on Internet Measurement Conference, IMC '16, pp.1-15, 2016.
DOI : 10.1140/epjb/e2009-00335-8

J. Valverde-rebaza and A. Lopes, Exploiting behaviors of communities of twitter users for link prediction, Social Network Analysis and Mining, vol.71, issue.4, pp.1063-1074, 2013.
DOI : 10.1140/epjb/e2009-00335-8

A. Shahmohammadi, E. Khadangi, and A. Bagheri, Presenting new collaborative link prediction methods for activity recommendation in Facebook, Neurocomputing, vol.210, pp.217-226, 2016.
DOI : 10.1016/j.neucom.2016.06.024

S. Scellato, A. Noulas, and C. Mascolo, Exploiting place features in link prediction on location-based social networks, Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '11, pp.1046-1054, 2011.
DOI : 10.1145/2020408.2020575

H. Pham, C. Shahabi, and Y. Liu, EBM, Proceedings of the 2013 international conference on Management of data, SIGMOD '13, pp.265-276, 2013.
DOI : 10.1145/2463676.2465301

H. Luo, B. Guo, Z. Zhiwenyu, Y. Wang, and . Feng, Friendship Prediction Based on the Fusion of Topology and Geographical Features in LBSN, 2013 IEEE 10th International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, pp.2013-2224, 2013.
DOI : 10.1109/HPCC.and.EUC.2013.319

G. Xu-rui, W. Li, and W. Wei-li, An Algorithm for Friendship Prediction on Location-Based Social Networks, Proceedings of the 4th International Conference on Computational Social Networks, pp.193-204, 2015.
DOI : 10.1007/978-3-319-21786-4_17

J. Mcgee, J. Caverlee, and Z. Cheng, Location prediction in social media based on tie strength, Proceedings of the 22nd ACM international conference on Conference on information & knowledge management, CIKM '13, pp.459-468, 2013.
DOI : 10.1145/2505515.2505544

Y. Zhang and J. Pang, Distance and Friendship: A Distance-Based Model for Link Prediction in Social Networks, Proceedings of the 17th Asia- Pacific Web Conference: Web Technologies and Applications, pp.55-66, 2015.
DOI : 10.1145/2740908.2742720

S. B. Kylasa, G. Kollias, and A. Grama, Social ties and checkin sites, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015, ASONAM '15, p.95, 2016.
DOI : 10.1017/CBO9780511761942

A. E. Bayrak and F. Polat, Examining place categories for link prediction in Location Based Social Networks, 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pp.976-979, 2016.
DOI : 10.1109/ASONAM.2016.7752358

X. Xiao, Y. Zheng, Q. Luo, and X. Xie, Inferring social ties between users with human location history, Journal of Ambient Intelligence and Humanized Computing, vol.5, issue.1, pp.3-19, 2014.
DOI : 10.1145/1921591.1921596

Y. Liao, W. Lam, S. Jameel, S. Schockaert, and X. Xie, Who Wants to Join Me?, Proceedings of the 2016 ACM International Conference on the Theory of Information Retrieval, ICTIR '16, pp.271-280, 2016.
DOI : 10.1145/2783258.2783331

Z. Cheng, J. Caverlee, H. Barthwal, and V. Bachani, Who is the barbecue king of texas?, Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval, SIGIR '14, pp.335-344, 2014.
DOI : 10.1145/2600428.2609580

J. Liou and Y. Li, Design of Contextual Local Expert Support Mechanism, Proceedings of the 17th International Conference on Electronic Commerce 2015, ICEC '15, pp.171-175, 2015.
DOI : 10.1145/2493432.2493464

W. Niu, Z. Liu, and J. Caverlee, On Local Expert Discovery via Geo-Located Crowds, Queries, and Candidates, ACM Transactions on Spatial Algorithms and Systems, vol.2, issue.4, pp.1-1424, 2016.
DOI : 10.1007/978-3-540-71703-4_106

L. Rossi and M. Musolesi, It's the way you check-in, Proceedings of the second edition of the ACM conference on Online social networks, COSN '14, pp.215-226, 2014.
DOI : 10.1145/2660460.2660485

C. Riederer, Y. Kim, A. Chaintreau, N. Korula, and S. Lattanzi, Linking Users Across Domains with Location Data, Proceedings of the 25th International Conference on World Wide Web, WWW '16, pp.707-719, 2016.
DOI : 10.1145/2684822.2685287

G. Xu-rui, W. Li, and W. Wei-li, Using multi-features to recommend friends on location-based social networks, Peer-to-Peer Networking and Applications, pp.1323-1330, 2016.

J. Cranshaw, E. Toch, J. Hong, A. Kittur, and N. Sadeh, Bridging the gap between physical location and online social networks, Proceedings of the 12th ACM international conference on Ubiquitous computing, Ubicomp '10, 2010.
DOI : 10.1145/1864349.1864380

A. E. Bayrak and F. Polat, Contextual Feature Analysis to Improve Link Prediction for Location Based Social Networks, Proceedings of the 8th Workshop on Social Network Mining and Analysis, SNAKDD'14, pp.1-7, 2014.
DOI : 10.1103/PhysRevE.64.025102

M. Steurer, C. Trattner, and D. Helic, Predicting social interactions from different sources of location-based knowledge, The Third International Conference on Social Eco-Informatics, pp.8-13, 2013.

M. Steurer and C. Trattner, Acquaintance or partner predicting partnership in online and location-based social networks, The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, pp.372-379, 2013.

C. Li and H. Hsieh, Geo-Social Media Analytics, Proceedings of the 24th International Conference on World Wide Web, WWW '15 Companion, pp.1533-1534, 2015.
DOI : 10.1145/2009916.2009962

H. B. Goodwin, The haversine in nautical astronomy, Naval Institute Proceedings, vol.36, issue.3, pp.735-746, 1910.

H. Gao, J. Tang, and H. Liu, gSCorr, Proceedings of the 21st ACM international conference on Information and knowledge management, CIKM '12, pp.2012-1582
DOI : 10.1145/2396761.2398477

Y. Yang, R. Lichtenwalter, and N. V. Chawla, Evaluating link prediction methods, Knowledge and Information Systems, vol.2, issue.2, pp.751-782, 2015.
DOI : 10.1109/ASONAM.2010.27

URL : http://arxiv.org/pdf/1505.04094

D. Wang, D. Pedreschi, C. Song, F. Giannotti, and A. Barabasi, Human mobility, social ties, and link prediction, Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '11, pp.1100-1108, 2011.
DOI : 10.1145/2020408.2020581

URL : http://www.barabasilab.com/pubs/CCNR-ALB_Publications/201108-21_KDD-HumanSocialTies/201108-21_KDD-HumanSocialTies.pdf

J. Dem?ar, Statistical comparisons of classifiers over multiple data sets, The Journal of Machine Learning Research, vol.7, pp.1-30, 2006.

S. Ahmadian, M. Meghdadi, and M. Afsharchi, A social recommendation method based on an adaptive neighbor selection mechanism, Information Processing & Management, pp.1-19, 2017.
DOI : 10.1016/j.ipm.2017.03.002