{"id":"https://openalex.org/W3014038695","doi":"https://doi.org/10.1109/access.2020.2983820","title":"Comparative Study of Logit and Weibit Model in Travel Mode Choice","display_name":"Comparative Study of Logit and Weibit Model in Travel Mode Choice","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014038695","doi":"https://doi.org/10.1109/access.2020.2983820","mag":"3014038695"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2983820","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2983820","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09049339.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09049339.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100324955","display_name":"Dawei Li","orcid":"https://orcid.org/0000-0002-5936-2116"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Li","raw_affiliation_strings":["Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic, School of Transportation, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5936-2116","affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic, School of Transportation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012342090","display_name":"Wentong Wu","orcid":"https://orcid.org/0000-0001-6296-089X"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentong Wu","raw_affiliation_strings":["Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic, School of Transportation, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-6296-089X","affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic, School of Transportation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061611494","display_name":"Yuchen Song","orcid":"https://orcid.org/0000-0002-4356-1145"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchen Song","raw_affiliation_strings":["Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic, School of Transportation, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4356-1145","affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic, School of Transportation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.4201,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.92009201,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"63452","last_page":"63461"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9998000264167786,"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":0.9998000264167786,"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/T10841","display_name":"Economic and Environmental Valuation","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9962000250816345,"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/multinomial-logistic-regression","display_name":"Multinomial logistic regression","score":0.9009319543838501},{"id":"https://openalex.org/keywords/mixed-logit","display_name":"Mixed logit","score":0.6938405632972717},{"id":"https://openalex.org/keywords/discrete-choice","display_name":"Discrete choice","score":0.6751035451889038},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.6630843281745911},{"id":"https://openalex.org/keywords/logit","display_name":"Logit","score":0.6333378553390503},{"id":"https://openalex.org/keywords/mode-choice","display_name":"Mode choice","score":0.5957553386688232},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5562084317207336},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5194015502929688},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5009958744049072},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4519495666027069},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3662901520729065},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2777208387851715},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26476120948791504},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.09951275587081909},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08081302046775818},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.060788124799728394}],"concepts":[{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.9009319543838501},{"id":"https://openalex.org/C95057490","wikidata":"https://www.wikidata.org/wiki/Q6883984","display_name":"Mixed logit","level":3,"score":0.6938405632972717},{"id":"https://openalex.org/C190669063","wikidata":"https://www.wikidata.org/wiki/Q5282043","display_name":"Discrete choice","level":2,"score":0.6751035451889038},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.6630843281745911},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.6333378553390503},{"id":"https://openalex.org/C2776017872","wikidata":"https://www.wikidata.org/wiki/Q3226683","display_name":"Mode choice","level":3,"score":0.5957553386688232},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5562084317207336},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5194015502929688},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5009958744049072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4519495666027069},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3662901520729065},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2777208387851715},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26476120948791504},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.09951275587081909},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08081302046775818},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.060788124799728394},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2983820","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2983820","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09049339.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c531e760e4be4221a0d6abf328e83221","is_oa":true,"landing_page_url":"https://doaj.org/article/c531e760e4be4221a0d6abf328e83221","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":"IEEE Access, Vol 8, Pp 63452-63461 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2983820","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2983820","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09049339.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1617519183","display_name":null,"funder_award_id":"51608115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2960441996","display_name":null,"funder_award_id":"PolyU 15212217","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3191391245","display_name":null,"funder_award_id":"2018YFB1600900","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G3547678403","display_name":null,"funder_award_id":"71971056","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3580227888","display_name":null,"funder_award_id":"XNYQC-003","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4272091993","display_name":null,"funder_award_id":"51608115","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G5024418569","display_name":null,"funder_award_id":"71971056","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G5738884649","display_name":null,"funder_award_id":"2018YFB1600900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5976146012","display_name":null,"funder_award_id":"XNYQC-003","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G6461211120","display_name":null,"funder_award_id":"71971056","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6838973735","display_name":null,"funder_award_id":"PolyU 15212217","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7014449121","display_name":null,"funder_award_id":"51608115","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7394413618","display_name":null,"funder_award_id":"2018YFB1600900","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8030001945","display_name":null,"funder_award_id":"15212217","funder_id":"https://openalex.org/F4320322598","funder_display_name":"Hong Kong Polytechnic University"},{"id":"https://openalex.org/G8043278534","display_name":null,"funder_award_id":"PolyU 15212217","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"},{"id":"https://openalex.org/G8138139331","display_name":null,"funder_award_id":"XNYQC-003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8309555443","display_name":null,"funder_award_id":"PolyU 15212217","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"},{"id":"https://openalex.org/F4320323540","display_name":"Society of Hong Kong Scholars","ror":"https://ror.org/03gffcv79"},{"id":"https://openalex.org/F4320326182","display_name":"Six Talent Peaks Project in Jiangsu Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3014038695.pdf","grobid_xml":"https://content.openalex.org/works/W3014038695.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W31252829","https://openalex.org/W223708877","https://openalex.org/W1023594064","https://openalex.org/W1550812296","https://openalex.org/W1563690153","https://openalex.org/W1589044686","https://openalex.org/W1859757623","https://openalex.org/W1928279862","https://openalex.org/W1979258712","https://openalex.org/W1986613034","https://openalex.org/W2001560396","https://openalex.org/W2023626602","https://openalex.org/W2045920105","https://openalex.org/W2066531726","https://openalex.org/W2077843120","https://openalex.org/W2079888501","https://openalex.org/W2088994994","https://openalex.org/W2106844645","https://openalex.org/W2131448191","https://openalex.org/W2473114121","https://openalex.org/W2493621313","https://openalex.org/W2537355747","https://openalex.org/W2547160503","https://openalex.org/W2610399719","https://openalex.org/W2647297917","https://openalex.org/W2756624799","https://openalex.org/W2799865351","https://openalex.org/W2802366320","https://openalex.org/W2892954034","https://openalex.org/W2894714913","https://openalex.org/W2902085322","https://openalex.org/W2909229858","https://openalex.org/W2910125189","https://openalex.org/W2912985636","https://openalex.org/W2924961201","https://openalex.org/W2935562688","https://openalex.org/W3098841390","https://openalex.org/W3125133285","https://openalex.org/W3166327929","https://openalex.org/W4242594778","https://openalex.org/W6633117799","https://openalex.org/W6633628028"],"related_works":["https://openalex.org/W1600556093","https://openalex.org/W3143873299","https://openalex.org/W1561002350","https://openalex.org/W2029807096","https://openalex.org/W3097028628","https://openalex.org/W1994479053","https://openalex.org/W633229136","https://openalex.org/W4255254380","https://openalex.org/W3145637190","https://openalex.org/W1558746179"],"abstract_inverted_index":{"To":[0],"quantify":[1],"travel":[2,21,122],"demand,":[3],"it":[4],"is":[5,17,36,52,59,85,93],"necessary":[6],"to":[7,101],"understand":[8],"the":[9,30,33,43,47,50,55,62,76,79,82,88,102,106,109,148,153],"travelers'":[10,69],"mode":[11,22,123],"choice":[12,23,119,124],"behavior.":[13],"The":[14,144],"Logit":[15,136],"model":[16],"widely":[18],"used":[19],"in":[20,38,66,161],"because":[24],"of":[25,32,46,72,78,108,130,158],"its":[26],"closed":[27],"form.":[28],"Nevertheless,":[29],"variance":[31],"utility":[34,56],"function":[35],"unchanged":[37],"Logit-based":[39,96,110,149],"models,":[40,68,150],"indicating":[41],"that":[42],"perceived":[44],"error":[45,71],"traveler":[48],"on":[49,128],"option":[51],"fixed":[53],"as":[54],"changes,":[57],"which":[58,92,133],"inconsistent":[60],"with":[61,75,152],"actual":[63],"situation.":[64],"While":[65],"Weibit-based":[67,112,145],"perception":[70],"options":[73],"grows":[74],"increase":[77],"utility.":[80],"Moreover,":[81],"relative":[83],"difference":[84],"captured,":[86],"and":[87,111,141],"asymmetric":[89],"property":[90],"exists,":[91],"different":[94],"from":[95],"models.":[97,113,143],"This":[98],"paper":[99],"contributes":[100],"literature":[103],"by":[104],"comparing":[105],"performances":[107],"In":[114],"this":[115,162],"article,":[116],"six":[117],"discrete":[118],"models":[120,146,160],"for":[121],"are":[125],"discussed":[126],"based":[127],"data":[129],"Swiss":[131],"metro,":[132],"includes":[134],"multinomial":[135,138],"model,":[137,140],"Weibit":[139],"derived":[142],"outperform":[147],"considering":[151],"adjusted":[154],"likelihood":[155],"ratio":[156],"index":[157],"all":[159],"paper.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
