{"id":"https://openalex.org/W3209842865","doi":"https://doi.org/10.1109/itsc48978.2021.9564453","title":"Unified Mobility Estimation Model","display_name":"Unified Mobility Estimation Model","publication_year":2021,"publication_date":"2021-09-19","ids":{"openalex":"https://openalex.org/W3209842865","doi":"https://doi.org/10.1109/itsc48978.2021.9564453","mag":"3209842865"},"language":"en","primary_location":{"id":"doi:10.1109/itsc48978.2021.9564453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc48978.2021.9564453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Intelligent Transportation Systems Conference (ITSC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2201.04931","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078285075","display_name":"David Ziegler","orcid":"https://orcid.org/0000-0003-3494-3034"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David Ziegler","raw_affiliation_strings":["Institute of Automotive Technology, Technical University Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3494-3034","affiliations":[{"raw_affiliation_string":"Institute of Automotive Technology, Technical University Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063677428","display_name":"Johannes Betz","orcid":"https://orcid.org/0000-0001-9197-2849"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Johannes Betz","raw_affiliation_strings":["Dept. of Electrical and Systems Engineering, University of Pennsylvania, USA"],"raw_orcid":"https://orcid.org/0000-0001-9197-2849","affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Systems Engineering, University of Pennsylvania, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079718896","display_name":"Markus Lienkamp","orcid":"https://orcid.org/0000-0002-9263-5323"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Lienkamp","raw_affiliation_strings":["Institute of Automotive Technology, Technical University Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9263-5323","affiliations":[{"raw_affiliation_string":"Institute of Automotive Technology, Technical University Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3610","last_page":"3617"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9987000226974487,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8040758967399597},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.646672248840332},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.5754824876785278},{"id":"https://openalex.org/keywords/unified-model","display_name":"Unified Model","score":0.4187765419483185},{"id":"https://openalex.org/keywords/airspeed","display_name":"Airspeed","score":0.41826826333999634},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.41576775908470154},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3151630759239197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24384531378746033}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8040758967399597},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.646672248840332},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5754824876785278},{"id":"https://openalex.org/C45493050","wikidata":"https://www.wikidata.org/wiki/Q7884934","display_name":"Unified Model","level":2,"score":0.4187765419483185},{"id":"https://openalex.org/C26572238","wikidata":"https://www.wikidata.org/wiki/Q1197176","display_name":"Airspeed","level":2,"score":0.41826826333999634},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.41576775908470154},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3151630759239197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24384531378746033},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/itsc48978.2021.9564453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc48978.2021.9564453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Intelligent Transportation Systems Conference (ITSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2201.04931","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2201.04931","pdf_url":"https://arxiv.org/pdf/2201.04931","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"raw_type":"text"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1633778","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1633778","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2201.04931","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2201.04931","pdf_url":"https://arxiv.org/pdf/2201.04931","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W182619311","https://openalex.org/W197206183","https://openalex.org/W630650518","https://openalex.org/W648968271","https://openalex.org/W653434785","https://openalex.org/W1427129504","https://openalex.org/W1482461946","https://openalex.org/W1489916169","https://openalex.org/W1647779468","https://openalex.org/W1651166699","https://openalex.org/W1820081798","https://openalex.org/W1940255301","https://openalex.org/W1964160459","https://openalex.org/W1964335281","https://openalex.org/W1965499304","https://openalex.org/W1982300822","https://openalex.org/W1995103535","https://openalex.org/W2023841300","https://openalex.org/W2025546535","https://openalex.org/W2031519863","https://openalex.org/W2039423859","https://openalex.org/W2042022756","https://openalex.org/W2056520705","https://openalex.org/W2058605898","https://openalex.org/W2090978188","https://openalex.org/W2091253199","https://openalex.org/W2098461920","https://openalex.org/W2107824303","https://openalex.org/W2116251523","https://openalex.org/W2119418240","https://openalex.org/W2133400794","https://openalex.org/W2134946452","https://openalex.org/W2138386093","https://openalex.org/W2147240674","https://openalex.org/W2162170976","https://openalex.org/W2165957666","https://openalex.org/W2168677120","https://openalex.org/W2235269566","https://openalex.org/W2276056662","https://openalex.org/W2318951588","https://openalex.org/W2333522900","https://openalex.org/W2334591607","https://openalex.org/W2475569566","https://openalex.org/W2760942449","https://openalex.org/W2800021785","https://openalex.org/W2965348310","https://openalex.org/W2971697933","https://openalex.org/W3104445270","https://openalex.org/W4214928630","https://openalex.org/W6607364956","https://openalex.org/W6621644052","https://openalex.org/W6641331306","https://openalex.org/W6999506112"],"related_works":["https://openalex.org/W1587097637","https://openalex.org/W1418152745","https://openalex.org/W147535304","https://openalex.org/W1604465665","https://openalex.org/W2738732380","https://openalex.org/W4238986065","https://openalex.org/W4239280732","https://openalex.org/W4385351545","https://openalex.org/W1534693347","https://openalex.org/W2259084784"],"abstract_inverted_index":{"In":[0],"literature,":[1],"scientists":[2],"describe":[3],"human":[4,26],"mobility":[5,56,89,107],"in":[6,29,90,110],"a":[7,76,101,137,165],"range":[8],"of":[9,54,78,88,117,140,151,172,185],"granularities":[10],"by":[11,143],"several":[12],"different":[13],"models.":[14],"Using":[15],"frameworks":[16],"like":[17],"MATSIM,":[18],"VehiLux,":[19],"or":[20],"Sumo,":[21],"they":[22],"often":[23,65],"derive":[24],"individual":[25],"movement":[27,183],"indicators":[28],"their":[30],"most":[31],"detail.":[32],"However,":[33],"such":[34],"agent-based":[35],"models":[36],"tend":[37],"to":[38,48,75,113,121,132,135,158],"be":[39,61,156],"difficult":[40],"and":[41,45,63,85,99,130,189],"require":[42],"much":[43],"information":[44,59,119,174,184],"computational":[46,128],"power":[47],"correctly":[49],"predict":[50,162],"the":[51,83,115,148,152,181],"commutation":[52],"behavior":[53],"large":[55,71,166],"systems.":[57],"Mobility":[58],"can":[60,155],"costly":[62],"researchers":[64],"cannot":[66],"acquire":[67],"it":[68],"dynamically":[69],"over":[70],"areas,":[72],"which":[73,161],"leads":[74],"lack":[77],"adequate":[79,170],"calibration":[80],"parameters,":[81],"rendering":[82],"easy":[84],"spontaneous":[86],"prediction":[87,139],"additional":[91],"areas":[92],"impossible.":[93],"This":[94],"paper":[95],"targets":[96,127],"this":[97],"problem":[98],"represents":[100],"concept":[102,125],"that":[103],"combines":[104],"multiple":[105],"substantial":[106],"theorems":[108],"formulated":[109],"recent":[111],"years":[112],"reduce":[114,133],"amount":[116],"required":[118],"compared":[120,157],"existing":[122],"simulations.":[123],"Our":[124],"also":[126],"expenses":[129],"aims":[131],"them":[134],"enable":[136],"global":[138],"mobility.":[141],"Inspired":[142],"methods":[144],"from":[145],"other":[146],"domains,":[147],"core":[149],"idea":[150],"conceptional":[153],"innovation":[154],"weather":[159,163],"models,":[160],"on":[164,168],"scale,":[167],"an":[169],"level":[171],"regional":[173],"(airspeed,":[175],"air":[176,187],"pressure,":[177],"etc.),":[178],"but":[179],"without":[180],"detailed":[182],"each":[186],"atom":[188],"its":[190],"particular":[191],"simulation.":[192]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2021-11-08T00:00:00"}
