{"id":"https://openalex.org/W4285343167","doi":"https://doi.org/10.1109/ictis54573.2021.9798636","title":"Exploring the influencing factors on demand-responsive customized bus ridership using multi-source data","display_name":"Exploring the influencing factors on demand-responsive customized bus ridership using multi-source data","publication_year":2021,"publication_date":"2021-10-22","ids":{"openalex":"https://openalex.org/W4285343167","doi":"https://doi.org/10.1109/ictis54573.2021.9798636"},"language":"en","primary_location":{"id":"doi:10.1109/ictis54573.2021.9798636","doi":"https://doi.org/10.1109/ictis54573.2021.9798636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictis54573.2021.9798636","pdf_url":null,"source":{"id":"https://openalex.org/S4306424195","display_name":"International Conference on Transportation Information and Safety","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th International Conference on Transportation Information and Safety (ICTIS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5113593473","display_name":"Yamin Huo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yamin Huo","raw_affiliation_strings":["Southwest Jiaotong University, Hi-Tech Industrial Development Zone,School of Transportation and Logistics, National Engineering Laboratory of Integrated Transportation Big Data Application Technology, National United Engineering Laboratory of Integrated and Intelligent Transportation,Chengdu,China,611756"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Jiaotong University, Hi-Tech Industrial Development Zone,School of Transportation and Logistics, National Engineering Laboratory of Integrated Transportation Big Data Application Technology, National United Engineering Laboratory of Integrated and Intelligent Transportation,Chengdu,China,611756","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069610456","display_name":"Zhongquan Qiu","orcid":"https://orcid.org/0000-0001-9244-5733","observed_orcids":["https://orcid.org/0000-0001-9244-5733"]},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongquan Qiu","raw_affiliation_strings":["Southwest Jiaotong University, Hi-Tech Industrial Development Zone,School of Transportation and Logistics, National Engineering Laboratory of Integrated Transportation Big Data Application Technology, National United Engineering Laboratory of Integrated and Intelligent Transportation,Chengdu,China,611756"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Jiaotong University, Hi-Tech Industrial Development Zone,School of Transportation and Logistics, National Engineering Laboratory of Integrated Transportation Big Data Application Technology, National United Engineering Laboratory of Integrated and Intelligent Transportation,Chengdu,China,611756","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036529169","display_name":"Xin Yi","orcid":"https://orcid.org/0000-0002-6396-8866","observed_orcids":["https://orcid.org/0000-0002-6396-8866"]},"institutions":[{"id":"https://openalex.org/I4210117881","display_name":"China Academy of Urban Planning and Design","ror":"https://ror.org/0265jtk41","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210099901","https://openalex.org/I4210117881","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Xin","raw_affiliation_strings":["China Academy of Urban Planning and Design,Beijing,China,100037"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Urban Planning and Design,Beijing,China,100037","institution_ids":["https://openalex.org/I4210117881"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101180657","display_name":"Shideng Dai","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shideng Dai","raw_affiliation_strings":["Southwest Jiaotong University, Hi-Tech Industrial Development Zone,School of Transportation and Logistics, National Engineering Laboratory of Integrated Transportation Big Data Application Technology, National United Engineering Laboratory of Integrated and Intelligent Transportation,Chengdu,China,611756"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Jiaotong University, Hi-Tech Industrial Development Zone,School of Transportation and Logistics, National Engineering Laboratory of Integrated Transportation Big Data Application Technology, National United Engineering Laboratory of Integrated and Intelligent Transportation,Chengdu,China,611756","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033647469","display_name":"Renbin Pan","orcid":"https://orcid.org/0000-0002-8938-7808","observed_orcids":["https://orcid.org/0000-0002-8938-7808"]},"institutions":[{"id":"https://openalex.org/I204831749","display_name":"Southwestern University of Finance and Economics","ror":"https://ror.org/04ewct822","country_code":"CN","type":"education","lineage":["https://openalex.org/I204831749"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renbin Pan","raw_affiliation_strings":["Southwestern University of Finance and Economics,School of Business Administration, Faculty of Business Administration,Chengdu,China,611130"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwestern University of Finance and Economics,School of Business Administration, Faculty of Business Administration,Chengdu,China,611130","institution_ids":["https://openalex.org/I204831749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102995573","display_name":"Yi Wen","orcid":"https://orcid.org/0000-0002-8535-7521","observed_orcids":["https://orcid.org/0000-0002-8535-7521"]},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Wen","raw_affiliation_strings":["University of Tennessee,Department of Civil and Environmental Engineering,Knoxville,TN,USA,37996"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee,Department of Civil and Environmental Engineering,Knoxville,TN,USA,37996","institution_ids":["https://openalex.org/I75027704"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.2137,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.95510607,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"293","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.7143999934196472,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.7143999934196472,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.27730000019073486,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"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/T10298","display_name":"Urban Transport and Accessibility","score":0.006099999882280827,"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/demand-responsive-transport","display_name":"demand-responsive transport","score":0.9150000214576721},{"id":"https://openalex.org/keywords/built-environment","display_name":"built environment","score":0.9010000228881836},{"id":"https://openalex.org/keywords/weather-effects","display_name":"weather effects","score":0.8199999928474426},{"id":"https://openalex.org/keywords/xiong-an-new-area","display_name":"Xiong'an New Area","score":0.8180000185966492},{"id":"https://openalex.org/keywords/negative-binomial-regression","display_name":"negative binomial regression","score":0.6690000295639038},{"id":"https://openalex.org/keywords/multi-source-data","display_name":"multi-source data","score":0.5979999899864197}],"concepts":[{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.5751665234565735},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.5572891235351562},{"id":"https://openalex.org/C199335787","wikidata":"https://www.wikidata.org/wiki/Q743364","display_name":"Negative binomial distribution","level":3,"score":0.5045744180679321},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.46348267793655396},{"id":"https://openalex.org/C2778022998","wikidata":"https://www.wikidata.org/wiki/Q651136","display_name":"Transit (satellite)","level":3,"score":0.4472436308860779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42874160408973694},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.38435664772987366},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.2856235206127167},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18815842270851135},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1820685863494873},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.15194758772850037},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.15008464455604553},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13662153482437134},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictis54573.2021.9798636","doi":"https://doi.org/10.1109/ictis54573.2021.9798636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictis54573.2021.9798636","pdf_url":null,"source":{"id":"https://openalex.org/S4306424195","display_name":"International Conference on Transportation Information and Safety","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th International Conference on Transportation Information and Safety (ICTIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":1.0,"display_name":"Sustainable cities and communities"},{"id":"https://metadata.un.org/sdg/9","score":0.6773999929428101,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W605770752","https://openalex.org/W1485147006","https://openalex.org/W1980078184","https://openalex.org/W2020546470","https://openalex.org/W2039720952","https://openalex.org/W2047212235","https://openalex.org/W2052101801","https://openalex.org/W2066339620","https://openalex.org/W2067484692","https://openalex.org/W2073448266","https://openalex.org/W2087254321","https://openalex.org/W2277537452","https://openalex.org/W2411320085","https://openalex.org/W2566706641","https://openalex.org/W2594511797","https://openalex.org/W2769878484","https://openalex.org/W2804438378","https://openalex.org/W2883063568","https://openalex.org/W2888832939","https://openalex.org/W2911712841","https://openalex.org/W2914285535","https://openalex.org/W2915091860","https://openalex.org/W2943360680","https://openalex.org/W2946584714","https://openalex.org/W2952090951","https://openalex.org/W2954758799","https://openalex.org/W2955031369","https://openalex.org/W2956045439","https://openalex.org/W2982596682","https://openalex.org/W2984626942","https://openalex.org/W2990886093","https://openalex.org/W2995732397","https://openalex.org/W2999339909","https://openalex.org/W3000665717","https://openalex.org/W3014121980","https://openalex.org/W3040630801","https://openalex.org/W3113300828","https://openalex.org/W3137599576"],"related_works":["https://openalex.org/W7169864173","https://openalex.org/W4408363582","https://openalex.org/W4313071650","https://openalex.org/W4310684503","https://openalex.org/W4205701044","https://openalex.org/W4386493956","https://openalex.org/W4408296474","https://openalex.org/W2892832773","https://openalex.org/W7128493543","https://openalex.org/W4408304262"],"abstract_inverted_index":{"Demand-responsive":[0],"customized":[1],"bus":[2],"(DRCB)":[3],"is":[4,35,82,96],"a":[5,70,142],"specific":[6],"type":[7],"of":[8,32,58,89,150],"demand-responsive":[9],"transit":[10],"(DRT),":[11],"which":[12],"can":[13,153],"flexibly":[14],"customize":[15],"services":[16],"according":[17],"to":[18,36,45,54,76,159],"travel":[19],"demand.":[20],"However,":[21],"few":[22],"papers":[23],"explored":[24],"the":[25,38,56,77,86,93,131,162,169],"influence":[26,57],"factors":[27,64],"on":[28,65],"it.":[29],"The":[30,111,148],"purpose":[31],"this":[33,151],"paper":[34,152],"use":[37],"DRCB":[39,66,80,132,146,165,170],"trip":[40],"data":[41],"from":[42],"November":[43],"15":[44],"December":[46],"15,":[47],"2020,":[48],"in":[49,85,99],"Xiongan":[50],"New":[51],"Area,":[52],"China,":[53],"investigate":[55],"built":[59],"environment,":[60],"weather,":[61],"and":[62,91,108,123,139,166],"time":[63],"ridership":[67,81],"by":[68],"using":[69],"negative":[71,143],"binomial":[72],"regression":[73],"model.":[74],"According":[75],"spatiotemporal":[78],"analysis,":[79],"mainly":[83],"concentrated":[84],"peak":[87,121,125],"hours":[88],"07:00-09:00":[90],"17:00-20:00;":[92],"spatial":[94],"distribution":[95],"primarily":[97],"centered":[98],"areas":[100],"such":[101],"as":[102],"government":[103],"service":[104],"center,":[105],"railway":[106],"station,":[107],"residential":[109],"area.":[110],"model":[112],"results":[113,149],"show":[114],"that":[115],"scenic":[116],"spot,":[117],"governmental":[118],"agency,":[119],"morning":[120],"period,":[122],"evening":[124],"period":[126],"are":[127],"positively":[128],"correlated":[129],"with":[130,145],"ridership.":[133,147],"Company,":[134],"medical":[135],"facility,":[136],"visibility,":[137],"rain,":[138],"weekend":[140],"have":[141],"correlation":[144],"provide":[154],"insights":[155],"for":[156,164],"relevant":[157],"companies":[158],"better":[160,167],"understand":[161],"demand":[163],"plan":[168],"systems.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-07-14T00:00:00"}