{"id":"https://openalex.org/W2262369271","doi":"https://doi.org/10.1145/2840722","title":"Data-driven Human Mobility Modeling","display_name":"Data-driven Human Mobility Modeling","publication_year":2015,"publication_date":"2015-12-22","ids":{"openalex":"https://openalex.org/W2262369271","doi":"https://doi.org/10.1145/2840722","mag":"2262369271"},"language":"en","primary_location":{"id":"doi:10.1145/2840722","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2840722","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":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051066704","display_name":"Andrea Hess","orcid":"https://orcid.org/0000-0001-6826-9821"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Andrea Hess","raw_affiliation_strings":["Trinity College Dublin, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trinity College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010997059","display_name":"Karin Anna Hummel","orcid":"https://orcid.org/0000-0001-5833-6832"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Karin Anna Hummel","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021065276","display_name":"Wilfried N. Gansterer","orcid":"https://orcid.org/0000-0001-5170-1251"},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Wilfried N. Gansterer","raw_affiliation_strings":["University of Vienna, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041360070","display_name":"G\u00fcnter Haring","orcid":null},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"G\u00fcnter Haring","raw_affiliation_strings":["University of Vienna, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.6818,"has_fulltext":false,"cited_by_count":76,"citation_normalized_percentile":{"value":0.97964076,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"48","issue":"3","first_page":"1","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9994000196456909,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8528537750244141},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.718153715133667},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5832856297492981},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5065697431564331},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3409346342086792},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2217806577682495}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8528537750244141},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.718153715133667},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5832856297492981},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5065697431564331},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3409346342086792},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2217806577682495},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2840722","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2840722","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2393757743","display_name":null,"funder_award_id":"246016","funder_id":"https://openalex.org/F4320333065","funder_display_name":"Seventh Framework Programme"},{"id":"https://openalex.org/G7909664062","display_name":null,"funder_award_id":"10/IN.1/I1007","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320333065","display_name":"Seventh Framework Programme","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":99,"referenced_works":["https://openalex.org/W24067677","https://openalex.org/W1554046012","https://openalex.org/W1557692665","https://openalex.org/W1568918871","https://openalex.org/W1589755529","https://openalex.org/W1654156573","https://openalex.org/W1680503020","https://openalex.org/W1792850769","https://openalex.org/W1804959266","https://openalex.org/W1834778655","https://openalex.org/W1935080665","https://openalex.org/W1965297617","https://openalex.org/W1966415263","https://openalex.org/W1970992370","https://openalex.org/W1976765015","https://openalex.org/W1978399107","https://openalex.org/W1978648695","https://openalex.org/W1987861412","https://openalex.org/W1988651441","https://openalex.org/W1990059871","https://openalex.org/W1990898695","https://openalex.org/W1992704918","https://openalex.org/W2001836435","https://openalex.org/W2002470750","https://openalex.org/W2004503556","https://openalex.org/W2005925093","https://openalex.org/W2008192244","https://openalex.org/W2010362518","https://openalex.org/W2011215450","https://openalex.org/W2012981554","https://openalex.org/W2018025971","https://openalex.org/W2021497904","https://openalex.org/W2025458833","https://openalex.org/W2028442915","https://openalex.org/W2031865986","https://openalex.org/W2036697176","https://openalex.org/W2045125000","https://openalex.org/W2047995908","https://openalex.org/W2054197952","https://openalex.org/W2055005740","https://openalex.org/W2057884627","https://openalex.org/W2060334710","https://openalex.org/W2062930567","https://openalex.org/W2065518310","https://openalex.org/W2068758518","https://openalex.org/W2080658973","https://openalex.org/W2083985819","https://openalex.org/W2090650314","https://openalex.org/W2090978188","https://openalex.org/W2091169407","https://openalex.org/W2096509679","https://openalex.org/W2097164758","https://openalex.org/W2098833441","https://openalex.org/W2100378013","https://openalex.org/W2102791427","https://openalex.org/W2103853386","https://openalex.org/W2104026434","https://openalex.org/W2105100091","https://openalex.org/W2110953678","https://openalex.org/W2114471215","https://openalex.org/W2121208314","https://openalex.org/W2126393394","https://openalex.org/W2127484926","https://openalex.org/W2127963467","https://openalex.org/W2128813719","https://openalex.org/W2132742372","https://openalex.org/W2132932625","https://openalex.org/W2133400794","https://openalex.org/W2133520751","https://openalex.org/W2135480767","https://openalex.org/W2137688035","https://openalex.org/W2138677604","https://openalex.org/W2143548801","https://openalex.org/W2143554828","https://openalex.org/W2148135143","https://openalex.org/W2148412014","https://openalex.org/W2149692139","https://openalex.org/W2149959815","https://openalex.org/W2151253317","https://openalex.org/W2153248811","https://openalex.org/W2153877038","https://openalex.org/W2154658009","https://openalex.org/W2157457404","https://openalex.org/W2157546432","https://openalex.org/W2158185739","https://openalex.org/W2158777272","https://openalex.org/W2160005388","https://openalex.org/W2162201103","https://openalex.org/W2165779416","https://openalex.org/W2167052694","https://openalex.org/W2167627514","https://openalex.org/W2168642961","https://openalex.org/W2169706362","https://openalex.org/W2171123472","https://openalex.org/W2172211955","https://openalex.org/W2183425689","https://openalex.org/W2518164973","https://openalex.org/W3151647019","https://openalex.org/W4239307578"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2554282488","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Over":[0],"the":[1,22,75,77,82,121,144],"last":[2],"decades,":[3],"modeling":[4,25,108,141],"of":[5,24,124],"user":[6],"mobility":[7,64,95,107,140],"has":[8,19],"become":[9],"increasingly":[10],"important":[11],"in":[12,81,109],"mobile":[13,78,110],"networking":[14,111],"research":[15],"and":[16,93,118,127,135],"development.":[17],"This":[18,147],"led":[20],"to":[21,100,136,158,166],"adoption":[23],"techniques":[26,39],"from":[27,66],"other":[28],"disciplines":[29],"such":[30],"as":[31,47],"kinetic":[32],"theory":[33],"or":[34,52,73],"urban":[35],"planning.":[36],"Yet":[37],"these":[38],"generate":[40],"movement":[41],"behavior":[42],"that":[43],"is":[44,87],"often":[45],"perceived":[46],"not":[48,156],"\u201crealistic\u201d":[49],"for":[50,91,105,152],"humans":[51],"provides":[53],"only":[54],"a":[55,102,160],"macroscopic":[56],"view":[57],"on":[58],"mobility.":[59],"More":[60],"recent":[61],"approaches":[62,142],"infer":[63],"models":[65],"real":[67],"traces":[68],"provided":[69],"by":[70,74],"positioning":[71],"technologies":[72],"marks":[76],"users":[79],"leave":[80],"wireless":[83],"network.":[84],"However,":[85],"there":[86],"no":[88],"common":[89],"framework":[90],"assessing":[92],"comparing":[94],"models.":[96],"In":[97,129],"an":[98,115],"attempt":[99],"provide":[101],"solid":[103],"foundation":[104],"realistic":[106],"research,":[112],"we":[113,132],"take":[114],"engineering":[116],"approach":[117],"thoroughly":[119],"discuss":[120],"required":[122],"steps":[123],"model":[125],"creation":[126],"validation.":[128],"this":[130],"context,":[131],"survey":[133],"how":[134],"what":[137],"extent":[138],"existing":[139,169],"implement":[143],"proposed":[145],"steps.":[146],"also":[148],"summarizes":[149],"helpful":[150],"information":[151],"readers":[153],"who":[154],"do":[155],"want":[157],"develop":[159],"new":[161],"model,":[162],"but":[163],"rather":[164],"intend":[165],"choose":[167],"among":[168],"ones.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":6}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}