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However, multi-source heterogeneous data from handheld terminals, GPS, and social media, provides a new driving force for exploring urban human mobility patterns from a quantitative and microscopic perspective. The studies of human mobility modeling and prediction play a vital role in a series of applications such as urban planning, epidemic control, location-based services, and intelligent transportation management. In this survey, we review human mobility models based on a human-centric angle in a datadriven context. Specifically, we characterize human mobility patterns from individual, collective, and hybrid levels. Meanwhile, we survey human mobility prediction methods from four aspects and then describe recent development respectively. Finally, we discuss some open issues that provide a helpful reference for researchers' future direction. This review not only lays a solid foundation for beginners who want to acquire a quick understanding of human mobility but also provides helpful information for researchers on how to develop a unified human mobility model.<\/jats:p>","DOI":"10.1145\/3331651.3331653","type":"journal-article","created":{"date-parts":[[2019,5,16]],"date-time":"2019-05-16T12:05:55Z","timestamp":1558008355000},"page":"1-19","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":99,"title":["Urban Human Mobility"],"prefix":"10.1145","volume":"21","author":[{"given":"Jinzhong","family":"Wang","sequence":"first","affiliation":[{"name":"Shenyang Sport University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiangjie","family":"Kong","sequence":"additional","affiliation":[{"name":"University of Technology, Dalian, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Feng","family":"Xia","sequence":"additional","affiliation":[{"name":"University of Technology, Dalian, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lijun","family":"Sun","sequence":"additional","affiliation":[{"name":"McGill University, Montreal, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2019,5,13]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2008.4497446"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2011.2173568"},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0171686"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41562-018-0364-x"},{"issue":"3","key":"e_1_2_1_5_1","first-page":"979","article-title":"The gravity model","volume":"19","author":"Anderson J. 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