{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T18:56:49Z","timestamp":1769281009322,"version":"3.49.0"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2013,4,1]],"date-time":"2013-04-01T00:00:00Z","timestamp":1364774400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Front. Comput. Sci."],"published-print":{"date-parts":[[2013,4]]},"DOI":"10.1007\/s11704-013-3902-8","type":"journal-article","created":{"date-parts":[[2013,4,5]],"date-time":"2013-04-05T20:47:29Z","timestamp":1365194849000},"page":"185-194","source":"Crossref","is-referenced-by-count":18,"title":["Co-occurrence prediction in a large location-based social network"],"prefix":"10.1007","volume":"7","author":[{"given":"Rong-Hua","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianquan","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeffrey Xu","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanxiong","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiroyuki","family":"Kitagawa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,4,6]]},"reference":[{"key":"3902_CR1","volume-title":"Microsoft Research","author":"T Hey","year":"2009","unstructured":"Hey T, Tansley S, Tolle K M. The fourth paradigm: data-intensive scientific discovery. Microsoft Research, 2009"},{"issue":"52","key":"3902_CR2","doi-asserted-by":"crossref","first-page":"22436","DOI":"10.1073\/pnas.1006155107","volume":"107","author":"D J Crandall","year":"2010","unstructured":"Crandall D J, Backstrom L, Cosley D, Suri S, Huttenlocher D, Kleinberg J. Inferring social ties from geographic coincidences. Proceedings of the National Academy of Sciences, 2010, 107(52): 22436\u201322441","journal-title":"Proceedings of the National Academy of Sciences"},{"issue":"2","key":"3902_CR3","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1007\/s10588-005-3939-9","volume":"11","author":"H W Lauw","year":"2005","unstructured":"Lauw H W, Lim E P, Pang H, Tan T T. Social network discovery by mining spatio-temporal events. Computational & Mathematical Organization Theory, 2005, 11(2): 97\u2013118","journal-title":"Computational & Mathematical Organization Theory"},{"issue":"3","key":"3902_CR4","first-page":"15","volume":"28","author":"H W Lauw","year":"2010","unstructured":"Lauw H W, Lim E P, Pang H, Tan T T. Stevent: spatio-temporal event model for social network discovery. ACM Transactions on Information Systems (TOIS), 2010, 28(3): 15:1\u201315:32","journal-title":"ACM Transactions on Information Systems (TOIS)"},{"issue":"3924","key":"3902_CR5","doi-asserted-by":"crossref","first-page":"1461","DOI":"10.1126\/science.167.3924.1461","volume":"167","author":"S Milgram","year":"1970","unstructured":"Milgram S. The experience of living in cities. Science, 1970, 167(3924): 1461\u20131468","journal-title":"Science"},{"key":"3902_CR6","first-page":"34","volume-title":"Proceedings of the 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems","author":"Q Li","year":"2008","unstructured":"Li Q, Zheng Y, Xie X, Chen Y, Liu W, Ma WY. Mining user similarity based on location history. In: Proceedings of the 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. 2008, 34\u201344"},{"key":"3902_CR7","volume-title":"Introduction to Information Retrieval","author":"D Christopher","year":"2008","unstructured":"Christopher D, Manning P R, Sch\u00fctze H. Introduction to Information Retrieval. Cambridge University Press, 2008"},{"key":"3902_CR8","doi-asserted-by":"crossref","first-page":"458","DOI":"10.1145\/1869790.1869861","volume-title":"Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems","author":"M Ye","year":"2010","unstructured":"Ye M, Yin P, Lee W C. Location recommendation for location-based social networks. In: Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems. 2010, 458\u2013461"},{"key":"3902_CR9","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1109\/CSE.2009.98","volume-title":"Proccedings of the 2009 International Conference on Computational Science and Engineering","author":"N Li","year":"2009","unstructured":"Li N, Chen G. Analysis of a location-based social network. In: Proccedings of the 2009 International Conference on Computational Science and Engineering. 2009, 263\u2013270"},{"issue":"5","key":"3902_CR10","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1109\/MNET.2010.5578914","volume":"24","author":"N Li","year":"2010","unstructured":"Li N, Chen G. Sharing location in online social networks. IEEE Network, 2010, 24(5): 20\u201325","journal-title":"IEEE Network"},{"key":"3902_CR11","first-page":"8","volume-title":"Proceedings of the 3rd Conference on Online Social Networks","author":"S Scellato","year":"2010","unstructured":"Scellato S, Mascolo C, Musolesi M, Latora V. Distance matters: geosocial metrics for online social networks. In: Proceedings of the 3rd Conference on Online Social Networks. 2010, 8\u201317"},{"key":"3902_CR12","first-page":"1","volume-title":"Proceedings of the 5th International AAAI Conference on Weblogs and Social Media","author":"S Scellato","year":"2011","unstructured":"Scellato S, Noulas A, Lambiotte R, Mascolo C. Socio-spatial properties of online location-based social networks. In: Proceedings of the 5th International AAAI Conference on Weblogs and Social Media. 2011, 1\u20138"},{"key":"3902_CR13","doi-asserted-by":"crossref","first-page":"1046","DOI":"10.1145\/2020408.2020575","volume-title":"Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"S Scellato","year":"2011","unstructured":"Scellato S, Noulas A, Mascolo C. Exploiting place features in link prediction on location-based social networks. In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2011, 1046\u20131054"},{"key":"3902_CR14","doi-asserted-by":"crossref","first-page":"1082","DOI":"10.1145\/2020408.2020579","volume-title":"Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"E Cho","year":"2011","unstructured":"Cho E, Myers S A, Leskovec J. Friendship and mobility: user movement in location-based social networks. In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2011, 1082\u20131090"},{"issue":"7","key":"3902_CR15","doi-asserted-by":"crossref","first-page":"1019","DOI":"10.1002\/asi.20591","volume":"58","author":"D Liben-Nowell","year":"2007","unstructured":"Liben-Nowell D, Kleinberg J. The link-prediction problem for social networks. Journal of the American Society for Information Science and Technology, 2007, 58(7): 1019\u20131031","journal-title":"Journal of the American Society for Information Science and Technology"},{"key":"3902_CR16","first-page":"586","volume-title":"Proceedings of the 11th ACM SIGKDD International Conference on Knowledge Discovery in Data Mining","author":"T Ito","year":"2005","unstructured":"Ito T, Shimbo M, Kudo T, Matsumoto Y. Application of kernels to link analysis. In: Proceedings of the 11th ACM SIGKDD International Conference on Knowledge Discovery in Data Mining. 2005, 586\u2013592"},{"key":"3902_CR17","doi-asserted-by":"crossref","first-page":"561","DOI":"10.1145\/1553374.1553447","volume-title":"Proceedings of the 26th Annual International Conference on Machine Learning","author":"J Kunegis","year":"2009","unstructured":"Kunegis J, Lommatzsch A. Learning spectral graph transformations for link prediction. In: Proceedings of the 26th Annual International Conference on Machine Learning. 2009, 561\u2013568"},{"key":"3902_CR18","doi-asserted-by":"crossref","first-page":"1147","DOI":"10.1145\/2063576.2063741","volume-title":"Proceedings of the 20th ACM International Conference on Information and Knowledge Management","author":"R H Li","year":"2011","unstructured":"Li R H, Yu J X, Liu J. Link prediction: the power of maximal entropy random walk. In: Proceedings of the 20th ACM International Conference on Information and Knowledge Management. 2011, 1147\u20131156"},{"key":"3902_CR19","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1145\/1835804.1835855","volume-title":"Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"V Leroy","year":"2010","unstructured":"Leroy V, Cambazoglu B B, Bonchi F. Cold start link prediction. In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2010, 393\u2013402"},{"key":"3902_CR20","doi-asserted-by":"crossref","first-page":"635","DOI":"10.1145\/1935826.1935914","volume-title":"Proceedings of the 4th ACM International Conference on Web Search and DataMining","author":"L Backstrom","year":"2011","unstructured":"Backstrom L, Leskovec J. Supervised random walks: predicting and recommending links in social networks. In: Proceedings of the 4th ACM International Conference on Web Search and DataMining. 2011, 635\u2013644"},{"key":"3902_CR21","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1145\/1835804.1835837","volume-title":"Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"R N Lichtenwalter","year":"2010","unstructured":"Lichtenwalter R N, Lussier J T, Chawla N V. New perspectives and methods in link prediction. In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2010, 243\u2013252"},{"key":"3902_CR22","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1145\/1864349.1864380","volume-title":"Proceedings of the 12th ACM International Conference on Ubiquitous Computing","author":"J Cranshaw","year":"2010","unstructured":"Cranshaw J, Toch E, Hong J, Kittur A, Sadeh N. Bridging the gap between physical location and online social networks. In: Proceedings of the 12th ACM International Conference on Ubiquitous Computing. 2010, 119\u2013128"},{"key":"3902_CR23","first-page":"236","volume-title":"Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"N Mamoulis","year":"2004","unstructured":"Mamoulis N, Cao H, Kollios G, Hadjieleftheriou M, Tao Y, Cheung D W. Mining, indexing, and querying historical spatiotemporal data. In: Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2004, 236\u2013245"},{"key":"3902_CR24","first-page":"8","volume-title":"Proccedings of the 5th IEEE International Conference on Data Mining","author":"H Cao","year":"2005","unstructured":"Cao H, Mamoulis N, Cheung D W. Mining frequent spatio-temporal sequential patterns. In: Proccedings of the 5th IEEE International Conference on Data Mining. 2005, 8\u201316"},{"key":"3902_CR25","doi-asserted-by":"crossref","first-page":"605","DOI":"10.1137\/1.9781611972795.52","volume-title":"Proceedings of the 2009 SIAM International Conference on Data Mining","author":"F Verhein","year":"2009","unstructured":"Verhein F. Mining complex spatio-temporal sequence patterns. In: Proceedings of the 2009 SIAM International Conference on Data Mining. 2009, 605\u2013617"},{"issue":"10","key":"3902_CR26","doi-asserted-by":"crossref","first-page":"1322","DOI":"10.1109\/TKDE.2008.97","volume":"20","author":"M Celik","year":"2008","unstructured":"Celik M, Shekhar S, Rogers J P, Shine J A. Mixed-drove spatiotemporal co-occurrence pattern mining. IEEE Transactions on Knowledge and Data Engineering, 2008, 20(10): 1322\u20131335","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"3902_CR27","doi-asserted-by":"crossref","first-page":"1099","DOI":"10.1145\/1835804.1835942","volume-title":"Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"Z Li","year":"2010","unstructured":"Li Z, Ding B, Han J, Kays R, Nye P. Mining periodic behaviors for moving objects. In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2010, 1099\u20131108"},{"key":"3902_CR28","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1145\/1135777.1135857","volume-title":"Proceedings of the 15th International Conference on World Wide Web","author":"Q Mei","year":"2006","unstructured":"Mei Q, Liu C, Su H, Zhai C. A probabilistic approach to spatiotemporal theme pattern mining on weblogs. In: Proceedings of the 15th International Conference on World Wide Web. 2006, 533\u2013542"},{"issue":"4","key":"3902_CR29","doi-asserted-by":"crossref","first-page":"746","DOI":"10.1109\/JSTSP.2010.2049513","volume":"4","author":"K Farrahi","year":"2010","unstructured":"Farrahi K, Gatica-Perez D. Probabilistic mining of socio-geographic routines from mobile phone data. IEEE Journal of Selected Topics in Signal Processing, 2010, 4(4): 746\u2013755","journal-title":"IEEE Journal of Selected Topics in Signal Processing"},{"issue":"1","key":"3902_CR30","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1145\/1889681.1889684","volume":"2","author":"K Farrahi","year":"2011","unstructured":"Farrahi K, Gatica-Perez D. Discovering routines from large-scale human locations using probabilistic topic models. ACM Transactions on Intelligent Systems and Technology, 2011, 2(1): 3:1\u20133:27","journal-title":"ACM Transactions on Intelligent Systems and Technology"},{"issue":"8","key":"3902_CR31","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1145\/1978542.1978566","volume":"54","author":"P Li","year":"2011","unstructured":"Li P, K\u00f6nig A C. Theory and applications of b-bit minwise hashing. Communications of the ACM, 2011, 54(8): 101\u2013109","journal-title":"Communications of the ACM"},{"key":"3902_CR32","volume-title":"Proceedings of the 25th Annual Conference on Neural Information Processing Systems","author":"P Li","year":"2011","unstructured":"Li P, Shrivastava A, Moore J L, K\u00f6nig A C. Hashing algorithms for large-scale learning. In: Proceedings of the 25th Annual Conference on Neural Information Processing Systems. 2011"}],"container-title":["Frontiers of Computer Science"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11704-013-3902-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11704-013-3902-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11704-013-3902-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,8]],"date-time":"2024-05-08T11:39:55Z","timestamp":1715168395000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11704-013-3902-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,4]]},"references-count":32,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2013,4]]}},"alternative-id":["3902"],"URL":"https:\/\/doi.org\/10.1007\/s11704-013-3902-8","relation":{},"ISSN":["2095-2228","2095-2236"],"issn-type":[{"value":"2095-2228","type":"print"},{"value":"2095-2236","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,4]]}}}