{"id":"https://openalex.org/W3156468905","doi":"https://doi.org/10.3390/ijgi10040268","title":"Modeling the Distribution of Human Mobility Metrics with Online Car-Hailing Data\u2014An Empirical Study in Xi\u2019an, China","display_name":"Modeling the Distribution of Human Mobility Metrics with Online Car-Hailing Data\u2014An Empirical Study in Xi\u2019an, China","publication_year":2021,"publication_date":"2021-04-17","ids":{"openalex":"https://openalex.org/W3156468905","doi":"https://doi.org/10.3390/ijgi10040268","mag":"3156468905"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi10040268","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi10040268","pdf_url":"https://www.mdpi.com/2220-9964/10/4/268/pdf","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/10/4/268/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008290990","display_name":"Chaoyang Shi","orcid":"https://orcid.org/0000-0002-4383-0974"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoyang Shi","raw_affiliation_strings":["School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan 430074, China"],"raw_orcid":"https://orcid.org/0000-0002-4383-0974","affiliations":[{"raw_affiliation_string":"School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404067","display_name":"Qingquan Li","orcid":"https://orcid.org/0000-0002-2438-6046"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingquan Li","raw_affiliation_strings":["Shenzhen Key Laboratory of Spatial Smart Sensing and Services, Shenzhen University, Shenzhen 518060, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Spatial Smart Sensing and Services, Shenzhen University, Shenzhen 518060, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084082197","display_name":"Shiwei Lu","orcid":"https://orcid.org/0000-0002-6600-1300"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shiwei Lu","raw_affiliation_strings":["Key Laboratory of Urban Land Resources Monitoring and Simulation, Ministry of Natural Resources, Shenzhen 518034, China","School of Architecture and Urban Planning, Huazhong University of Science and Technology, Wuhan 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Urban Land Resources Monitoring and Simulation, Ministry of Natural Resources, Shenzhen 518034, China","institution_ids":["https://openalex.org/I211433327"]},{"raw_affiliation_string":"School of Architecture and Urban Planning, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083712833","display_name":"Xiping Yang","orcid":"https://orcid.org/0000-0002-2507-4757"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiping Yang","raw_affiliation_strings":["School of Geography and Tourism, Shaanxi Normal University, Xi\u2019an 710119, China","School of Geography and Tourism, Shaanxi Normal University, Xi'an 710119, China"],"raw_orcid":"https://orcid.org/0000-0002-2507-4757","affiliations":[{"raw_affiliation_string":"School of Geography and Tourism, Shaanxi Normal University, Xi\u2019an 710119, China","institution_ids":["https://openalex.org/I88830068"]},{"raw_affiliation_string":"School of Geography and Tourism, Shaanxi Normal University, Xi'an 710119, China","institution_ids":["https://openalex.org/I88830068"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084082197"],"corresponding_institution_ids":["https://openalex.org/I211433327","https://openalex.org/I47720641"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.2945,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.82687809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"10","issue":"4","first_page":"268","last_page":"268"},"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/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"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9965000152587891,"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":0.5251771211624146},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.5071210861206055},{"id":"https://openalex.org/keywords/human-dynamics","display_name":"Human dynamics","score":0.47283607721328735},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.4261716306209564},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3598446846008301},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.31742358207702637},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2029862105846405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1542167067527771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5251771211624146},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.5071210861206055},{"id":"https://openalex.org/C151915977","wikidata":"https://www.wikidata.org/wiki/Q5937740","display_name":"Human dynamics","level":2,"score":0.47283607721328735},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.4261716306209564},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3598446846008301},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.31742358207702637},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2029862105846405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1542167067527771},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi10040268","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi10040268","pdf_url":"https://www.mdpi.com/2220-9964/10/4/268/pdf","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2a9ced1f50cf406ca354399c3d46f00f","is_oa":true,"landing_page_url":"https://doaj.org/article/2a9ced1f50cf406ca354399c3d46f00f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 10, Iss 4, p 268 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/10/4/268/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi10040268","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information; Volume 10; Issue 4; Pages: 268","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi10040268","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi10040268","pdf_url":"https://www.mdpi.com/2220-9964/10/4/268/pdf","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1726439428","display_name":null,"funder_award_id":"2019kfyXJJS142 (HUST)","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4405512655","display_name":null,"funder_award_id":"41901390,41901392","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8621455790","display_name":null,"funder_award_id":"2019CFB098","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3156468905.pdf","grobid_xml":"https://content.openalex.org/works/W3156468905.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W976226029","https://openalex.org/W1862664666","https://openalex.org/W1982300822","https://openalex.org/W1985160654","https://openalex.org/W1994682066","https://openalex.org/W2000042664","https://openalex.org/W2002527117","https://openalex.org/W2004602565","https://openalex.org/W2006317032","https://openalex.org/W2020616482","https://openalex.org/W2021333958","https://openalex.org/W2021674713","https://openalex.org/W2023596329","https://openalex.org/W2037064502","https://openalex.org/W2056188798","https://openalex.org/W2056284729","https://openalex.org/W2064328429","https://openalex.org/W2067923159","https://openalex.org/W2074329989","https://openalex.org/W2088941300","https://openalex.org/W2101846955","https://openalex.org/W2110953678","https://openalex.org/W2129284678","https://openalex.org/W2132583395","https://openalex.org/W2133286823","https://openalex.org/W2146081698","https://openalex.org/W2560108475","https://openalex.org/W2608412979","https://openalex.org/W2611382369","https://openalex.org/W2611544773","https://openalex.org/W2738095583","https://openalex.org/W2749954505","https://openalex.org/W2772695266","https://openalex.org/W2791677100","https://openalex.org/W2850576248","https://openalex.org/W2897467070","https://openalex.org/W2949364411","https://openalex.org/W2978273467","https://openalex.org/W2984626942","https://openalex.org/W3102991884","https://openalex.org/W3103362336"],"related_works":["https://openalex.org/W1922851888","https://openalex.org/W2406961220","https://openalex.org/W2046260256","https://openalex.org/W4232468313","https://openalex.org/W4242249046","https://openalex.org/W3162882601","https://openalex.org/W3214485701","https://openalex.org/W4240106746","https://openalex.org/W4230369419","https://openalex.org/W2991725409"],"abstract_inverted_index":{"Modeling":[0],"the":[1,38,41,57,80,87,107],"distribution":[2,23,44],"of":[3,40,59,119,147],"daily":[4,68,120],"and":[5,64,69,79,105,116,121,130,152],"hourly":[6,70,122],"human":[7,15,34,123,157],"mobility":[8,35,124,158],"metrics":[9],"is":[10,45,83,101],"beneficial":[11],"for":[12,33,156],"studying":[13],"underlying":[14],"travel":[16,60,62,65,114,117,131,150],"patterns.":[17],"In":[18,50],"previous":[19],"studies,":[20],"some":[21],"probability":[22],"functions":[24],"were":[25],"employed":[26],"in":[27,98],"order":[28],"to":[29,103,126,143],"establish":[30,153],"a":[31,47,144,154],"base":[32,155],"research.":[36,159],"However,":[37],"selection":[39],"most":[42],"suitable":[43],"still":[46],"challenging":[48],"task.":[49],"this":[51],"paper,":[52],"we":[53],"focus":[54],"on":[55,86],"modeling":[56],"distributions":[58],"distance,":[61],"time,":[63],"speed.":[66],"The":[67,110],"trip":[71],"data":[72,97],"are":[73],"fitted":[74],"with":[75,94],"several":[76],"candidate":[77],"distributions,":[78],"best":[81],"one":[82],"selected":[84],"based":[85],"Bayesian":[88],"information":[89],"criterion.":[90],"A":[91],"case":[92],"study":[93],"online":[95,148],"car-hailing":[96,149],"Xi\u2019an,":[99],"China,":[100],"presented":[102],"demonstrate":[104],"evaluate":[106],"model":[108],"fit.":[109],"results":[111,140],"indicate":[112],"that":[113],"distance":[115],"time":[118],"tend":[125],"follow":[127],"Gamma":[128],"distribution,":[129],"speed":[132],"can":[133,141],"be":[134],"approximated":[135],"by":[136],"Burr":[137],"distribution.":[138],"These":[139],"contribute":[142],"better":[145],"understanding":[146],"patterns":[151]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2021-04-26T00:00:00"}
