{"id":"https://openalex.org/W3173976444","doi":"https://doi.org/10.1145/3485125","title":"A Survey on Deep Learning for Human Mobility","display_name":"A Survey on Deep Learning for Human Mobility","publication_year":2021,"publication_date":"2021-11-23","ids":{"openalex":"https://openalex.org/W3173976444","doi":"https://doi.org/10.1145/3485125","mag":"3173976444"},"language":"en","primary_location":{"id":"doi:10.1145/3485125","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3485125","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2012.02825","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087214548","display_name":"Massimiliano Luca","orcid":"https://orcid.org/0000-0001-6964-9877"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimiliano Luca","raw_affiliation_strings":["Fondazione Bruno Kessler (FBK), Italy and Free University of Bolzano, Bolzano, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6964-9877","affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler (FBK), Italy and Free University of Bolzano, Bolzano, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086285176","display_name":"Gianni Barlacchi","orcid":"https://orcid.org/0000-0002-9896-0610"},"institutions":[{"id":"https://openalex.org/I4210089985","display_name":"Amazon (Germany)","ror":"https://ror.org/00b9ktm87","country_code":"DE","type":"company","lineage":["https://openalex.org/I1311688040","https://openalex.org/I4210089985"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gianni Barlacchi","raw_affiliation_strings":["Amazon Alexa, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amazon Alexa, Berlin, Germany","institution_ids":["https://openalex.org/I4210089985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048877432","display_name":"Bruno Lepri","orcid":"https://orcid.org/0000-0003-1275-2333"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Bruno Lepri","raw_affiliation_strings":["Fondazione Bruno Kessler (FBK), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler (FBK), Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068819495","display_name":"Luca Pappalardo","orcid":"https://orcid.org/0000-0002-1547-6007"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Pappalardo","raw_affiliation_strings":["Institute of Information Science and Technologies, National Research Council (ISTI-CNR), Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1547-6007","affiliations":[{"raw_affiliation_string":"Institute of Information Science and Technologies, National Research Council (ISTI-CNR), Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1212,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87081388,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"55","issue":"1","first_page":"1","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.8110272884368896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6888939142227173},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6322191953659058},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.621719479560852},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45796895027160645},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.4463108777999878},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3917422294616699},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13545110821723938},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12706679105758667},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.08463788032531738}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8110272884368896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6888939142227173},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6322191953659058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.621719479560852},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45796895027160645},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.4463108777999878},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3917422294616699},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13545110821723938},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12706679105758667},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.08463788032531738}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3485125","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3485125","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2012.02825","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2012.02825","pdf_url":"https://arxiv.org/pdf/2012.02825","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3173976444","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2012.02825.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:unibz.it:11303840080001241","is_oa":true,"landing_page_url":"https://bia.unibz.it/esploro/outputs/journalArticle/A-Survey-on-Deep-Learning-for/991006613771001241","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2012.02825","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2012.02825","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2012.02825","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2012.02825","pdf_url":"https://arxiv.org/pdf/2012.02825","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G7331901853","display_name":null,"funder_award_id":"EU H2020","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G899169222","display_name":null,"funder_award_id":"871042","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3173976444.pdf","grobid_xml":"https://content.openalex.org/works/W3173976444.grobid-xml"},"referenced_works_count":263,"referenced_works":["https://openalex.org/W30638353","https://openalex.org/W39714684","https://openalex.org/W70430192","https://openalex.org/W182619311","https://openalex.org/W574900623","https://openalex.org/W630650518","https://openalex.org/W850592501","https://openalex.org/W854541894","https://openalex.org/W1420904189","https://openalex.org/W1485009520","https://openalex.org/W1485815177","https://openalex.org/W1514535095","https://openalex.org/W1612283261","https://openalex.org/W1626398438","https://openalex.org/W1651166699","https://openalex.org/W1776191302","https://openalex.org/W1804959266","https://openalex.org/W1899504021","https://openalex.org/W1964461063","https://openalex.org/W1971518768","https://openalex.org/W1973943669","https://openalex.org/W1976473400","https://openalex.org/W1978648695","https://openalex.org/W1981177380","https://openalex.org/W1982300822","https://openalex.org/W1987228002","https://openalex.org/W1987835826","https://openalex.org/W1988580225","https://openalex.org/W1990059871","https://openalex.org/W1990898695","https://openalex.org/W1990914926","https://openalex.org/W1998000225","https://openalex.org/W2000750291","https://openalex.org/W2001783442","https://openalex.org/W2004602565","https://openalex.org/W2005708641","https://openalex.org/W2013598124","https://openalex.org/W2021746305","https://openalex.org/W2022508996","https://openalex.org/W2027392238","https://openalex.org/W2055992762","https://openalex.org/W2056188798","https://openalex.org/W2056284729","https://openalex.org/W2060334710","https://openalex.org/W2062231365","https://openalex.org/W2064675550","https://openalex.org/W2066806488","https://openalex.org/W2070818326","https://openalex.org/W2071702404","https://openalex.org/W2079735306","https://openalex.org/W2083112329","https://openalex.org/W2087184820","https://openalex.org/W2087443150","https://openalex.org/W2090978188","https://openalex.org/W2094350745","https://openalex.org/W2099471712","https://openalex.org/W2103212315","https://openalex.org/W2110953678","https://openalex.org/W2111006103","https://openalex.org/W2112738128","https://openalex.org/W2113325037","https://openalex.org/W2114001875","https://openalex.org/W2116360511","https://openalex.org/W2117014758","https://openalex.org/W2121895216","https://openalex.org/W2122538988","https://openalex.org/W2125084340","https://openalex.org/W2126194848","https://openalex.org/W2131774270","https://openalex.org/W2132711183","https://openalex.org/W2133400794","https://openalex.org/W2134946452","https://openalex.org/W2137558058","https://openalex.org/W2145015461","https://openalex.org/W2149758038","https://openalex.org/W2150908758","https://openalex.org/W2157331557","https://openalex.org/W2158956373","https://openalex.org/W2163295239","https://openalex.org/W2163605009","https://openalex.org/W2168685189","https://openalex.org/W2169082916","https://openalex.org/W2171634212","https://openalex.org/W2186751573","https://openalex.org/W2190432600","https://openalex.org/W2194775991","https://openalex.org/W2211595816","https://openalex.org/W2261655856","https://openalex.org/W2262369271","https://openalex.org/W2273396394","https://openalex.org/W2300981314","https://openalex.org/W2318951588","https://openalex.org/W2329660289","https://openalex.org/W2339065330","https://openalex.org/W2385600359","https://openalex.org/W2397826031","https://openalex.org/W2399449084","https://openalex.org/W2410357467","https://openalex.org/W2464624156","https://openalex.org/W2469717596","https://openalex.org/W2511693736","https://openalex.org/W2513128224","https://openalex.org/W2513226432","https://openalex.org/W2528639018","https://openalex.org/W2536560716","https://openalex.org/W2539781657","https://openalex.org/W2541933303","https://openalex.org/W2546912553","https://openalex.org/W2557283755","https://openalex.org/W2565264827","https://openalex.org/W2566482757","https://openalex.org/W2570140543","https://openalex.org/W2582264034","https://openalex.org/W2583189593","https://openalex.org/W2585258179","https://openalex.org/W2612301670","https://openalex.org/W2613718673","https://openalex.org/W2617129083","https://openalex.org/W2620438329","https://openalex.org/W2621144019","https://openalex.org/W2622068151","https://openalex.org/W2749348810","https://openalex.org/W2755872419","https://openalex.org/W2760942449","https://openalex.org/W2766010849","https://openalex.org/W2766736793","https://openalex.org/W2767923185","https://openalex.org/W2771725595","https://openalex.org/W2772526093","https://openalex.org/W2774941429","https://openalex.org/W2779728167","https://openalex.org/W2788114581","https://openalex.org/W2788950488","https://openalex.org/W2791999218","https://openalex.org/W2793382822","https://openalex.org/W2793695424","https://openalex.org/W2794518829","https://openalex.org/W2795577446","https://openalex.org/W2798058877","https://openalex.org/W2801721920","https://openalex.org/W2802384791","https://openalex.org/W2803941390","https://openalex.org/W2804056373","https://openalex.org/W2804549893","https://openalex.org/W2805992315","https://openalex.org/W2808377988","https://openalex.org/W2808425487","https://openalex.org/W2808478781","https://openalex.org/W2834101942","https://openalex.org/W2884435112","https://openalex.org/W2885195348","https://openalex.org/W2887575182","https://openalex.org/W2889863426","https://openalex.org/W2890846040","https://openalex.org/W2898647463","https://openalex.org/W2898770554","https://openalex.org/W2902816655","https://openalex.org/W2903059762","https://openalex.org/W2903572264","https://openalex.org/W2903790603","https://openalex.org/W2904813135","https://openalex.org/W2905179958","https://openalex.org/W2906257585","https://openalex.org/W2910121883","https://openalex.org/W2911662370","https://openalex.org/W2913696439","https://openalex.org/W2915288435","https://openalex.org/W2921244893","https://openalex.org/W2921532413","https://openalex.org/W2922146383","https://openalex.org/W2943201207","https://openalex.org/W2944928392","https://openalex.org/W2945319864","https://openalex.org/W2949888546","https://openalex.org/W2950094258","https://openalex.org/W2950178297","https://openalex.org/W2951004968","https://openalex.org/W2962756421","https://openalex.org/W2962790412","https://openalex.org/W2962835968","https://openalex.org/W2962879692","https://openalex.org/W2963000270","https://openalex.org/W2963084334","https://openalex.org/W2963271116","https://openalex.org/W2963446712","https://openalex.org/W2963576088","https://openalex.org/W2964268978","https://openalex.org/W2966783050","https://openalex.org/W2968900629","https://openalex.org/W2971981784","https://openalex.org/W2972348273","https://openalex.org/W2974725491","https://openalex.org/W2975118617","https://openalex.org/W2977739292","https://openalex.org/W2979192099","https://openalex.org/W2979820005","https://openalex.org/W2981033335","https://openalex.org/W2984807941","https://openalex.org/W2987440502","https://openalex.org/W2998640320","https://openalex.org/W2999016964","https://openalex.org/W2999803985","https://openalex.org/W3000221252","https://openalex.org/W3000301417","https://openalex.org/W3000571180","https://openalex.org/W3001329848","https://openalex.org/W3003826418","https://openalex.org/W3011781542","https://openalex.org/W3013594674","https://openalex.org/W3013847853","https://openalex.org/W3016088808","https://openalex.org/W3016474488","https://openalex.org/W3017352520","https://openalex.org/W3019051739","https://openalex.org/W3022044744","https://openalex.org/W3022073183","https://openalex.org/W3023071679","https://openalex.org/W3023401249","https://openalex.org/W3031288687","https://openalex.org/W3033535063","https://openalex.org/W3034912136","https://openalex.org/W3038105219","https://openalex.org/W3039552801","https://openalex.org/W3039638631","https://openalex.org/W3039901811","https://openalex.org/W3040607188","https://openalex.org/W3041250660","https://openalex.org/W3042348109","https://openalex.org/W3045623656","https://openalex.org/W3049472201","https://openalex.org/W3080501557","https://openalex.org/W3080889690","https://openalex.org/W3081248760","https://openalex.org/W3082968152","https://openalex.org/W3087767176","https://openalex.org/W3088611441","https://openalex.org/W3092935261","https://openalex.org/W3097473266","https://openalex.org/W3098208509","https://openalex.org/W3099524240","https://openalex.org/W3100321043","https://openalex.org/W3102272367","https://openalex.org/W3102991884","https://openalex.org/W3107992083","https://openalex.org/W3109002911","https://openalex.org/W3112099530","https://openalex.org/W3115910106","https://openalex.org/W3119053721","https://openalex.org/W3119451358","https://openalex.org/W3123191313","https://openalex.org/W3123909522","https://openalex.org/W3127506658","https://openalex.org/W3157414468","https://openalex.org/W3163497136","https://openalex.org/W3164101172","https://openalex.org/W3168571978","https://openalex.org/W3169384342","https://openalex.org/W3171433351","https://openalex.org/W3182468836","https://openalex.org/W3214685769","https://openalex.org/W4214510498","https://openalex.org/W6636558818","https://openalex.org/W6767497768"],"related_works":["https://openalex.org/W3113110575","https://openalex.org/W2945319864","https://openalex.org/W2946691003","https://openalex.org/W2952747364","https://openalex.org/W2469717596","https://openalex.org/W2993032149","https://openalex.org/W2891505635","https://openalex.org/W3130423852","https://openalex.org/W3176046370","https://openalex.org/W2963214037","https://openalex.org/W2997775613","https://openalex.org/W2465937897","https://openalex.org/W3084778936","https://openalex.org/W2952093099","https://openalex.org/W3023519817","https://openalex.org/W2775105814","https://openalex.org/W3080422726","https://openalex.org/W2922207163","https://openalex.org/W3194405061","https://openalex.org/W3119532779"],"abstract_inverted_index":{"The":[0,27],"study":[1,175],"of":[2,14,29,48,54,78,89,109,114,173,176],"human":[3,58,177],"mobility":[4,31,90,121],"is":[5,82,134],"crucial":[6],"due":[7],"to":[8,57,98,119,137,143],"its":[9],"impact":[10],"on":[11,63,94],"several":[12],"aspects":[13],"our":[15],"society,":[16],"such":[17,33],"as":[18,34],"disease":[19],"spreading,":[20],"urban":[21],"planning,":[22],"well-being,":[23],"pollution,":[24],"and":[25,39,101,125,151,163,169],"more.":[26],"proliferation":[28],"digital":[30],"data,":[32],"phone":[35],"records,":[36],"GPS":[37],"traces,":[38],"social":[40],"media":[41],"posts,":[42],"combined":[43],"with":[44],"the":[45,52,95,107,115,120,126,130,138,155,166,170,174],"predictive":[46],"power":[47],"artificial":[49],"intelligence,":[50],"triggered":[51],"application":[53],"deep":[55,79,103,140,160],"learning":[56,72,80,104,141,161],"mobility.":[59,178],"Existing":[60],"surveys":[61],"focus":[62],"single":[64],"tasks,":[65,91],"data":[66],"sources,":[67],"mechanistic":[68],"or":[69],"traditional":[70,110],"machine":[71],"approaches,":[73],"while":[74],"a":[75,87,92,112,135],"comprehensive":[76],"description":[77,113],"solutions":[81,118,142],"missing.":[83],"This":[84],"survey":[85,133],"provides":[86],"taxonomy":[88],"discussion":[93],"challenges":[96,128,172],"related":[97],"each":[99],"task":[100],"how":[102],"may":[105],"overcome":[106],"limitations":[108],"models,":[111],"most":[116],"relevant":[117,127],"tasks":[122],"described":[123],"above,":[124],"for":[129],"future.":[131],"Our":[132],"guide":[136],"leading":[139],"next-location":[144],"prediction,":[145,148],"crowd":[146],"flow":[147,152],"trajectory":[149],"generation,":[150],"generation.":[153],"At":[154],"same":[156],"time,":[157],"it":[158],"helps":[159],"scientists":[162],"practitioners":[164],"understand":[165],"fundamental":[167],"concepts":[168],"open":[171]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
