{"id":"https://openalex.org/W3134596620","doi":"https://doi.org/10.1109/jas.2020.1003405","title":"Performance Evaluation of Public Bus Transportation by Using DEA Models and Shannon's Entropy: An Example From a Company in a Large City of China","display_name":"Performance Evaluation of Public Bus Transportation by Using DEA Models and Shannon's Entropy: An Example From a Company in a Large City of China","publication_year":2021,"publication_date":"2021-03-10","ids":{"openalex":"https://openalex.org/W3134596620","doi":"https://doi.org/10.1109/jas.2020.1003405","mag":"3134596620"},"language":"en","primary_location":{"id":"doi:10.1109/jas.2020.1003405","doi":"https://doi.org/10.1109/jas.2020.1003405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jas.2020.1003405","pdf_url":null,"source":{"id":"https://openalex.org/S2484288132","display_name":"IEEE/CAA Journal of Automatica Sinica","issn_l":"2329-9266","issn":["2329-9266","2329-9274"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/CAA Journal of Automatica Sinica","raw_type":"journal-article"},"volume":null,"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/A5048295582","display_name":"Zicheng Liu","orcid":"https://orcid.org/0000-0002-2342-2340","observed_orcids":["https://orcid.org/0000-0002-2342-2340"]},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Zicheng Liu","raw_affiliation_strings":["Institute of Systems Engineering and the Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Systems Engineering and the Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090664309","display_name":"Naiqi Wu","orcid":"https://orcid.org/0000-0001-6782-458X","observed_orcids":["https://orcid.org/0000-0001-6782-458X"]},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naiqi Wu","raw_affiliation_strings":["State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044196048","display_name":"Yan Qiao","orcid":"https://orcid.org/0000-0001-5162-0224","observed_orcids":["https://orcid.org/0000-0001-5162-0224"]},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yan Qiao","raw_affiliation_strings":["Institute of Systems Engineering and the Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Systems Engineering and the Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045305170","display_name":"Zhiwu Li","orcid":"https://orcid.org/0000-0003-1547-5503","observed_orcids":["https://orcid.org/0000-0003-1547-5503"]},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Zhiwu Li","raw_affiliation_strings":["Institute of Systems Engineering and the Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Systems Engineering and the Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.646,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.93058592,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"8","issue":"4","first_page":"779","last_page":"795"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.004399999976158142,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bus-transit","display_name":"bus transit","score":0.9919999837875366},{"id":"https://openalex.org/keywords/operational-efficiency","display_name":"operational efficiency","score":0.7160000205039978},{"id":"https://openalex.org/keywords/shannon-entropy-weighting","display_name":"Shannon entropy weighting","score":0.7429999709129333},{"id":"https://openalex.org/keywords/passenger-satisfaction","display_name":"passenger satisfaction","score":0.8059999942779541},{"id":"https://openalex.org/keywords/passenger-waiting-time","display_name":"passenger waiting time","score":0.9660000205039978},{"id":"https://openalex.org/keywords/passenger-crowding","display_name":"passenger crowding","score":0.8949999809265137},{"id":"https://openalex.org/keywords/undesirable-outputs","display_name":"undesirable outputs","score":0.7039999961853027},{"id":"https://openalex.org/keywords/efficiency-evaluation-index-system","display_name":"efficiency evaluation index system","score":0.75},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.7490000128746033}],"concepts":[{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.8775817155838013},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.5903648138046265},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5792483687400818},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5446344017982483},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5047703981399536},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.49256259202957153},{"id":"https://openalex.org/C3018364605","wikidata":"https://www.wikidata.org/wiki/Q7590","display_name":"Passenger transport","level":2,"score":0.441209077835083},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1998107135295868},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18612611293792725},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1748620867729187},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jas.2020.1003405","doi":"https://doi.org/10.1109/jas.2020.1003405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jas.2020.1003405","pdf_url":null,"source":{"id":"https://openalex.org/S2484288132","display_name":"IEEE/CAA Journal of Automatica Sinica","issn_l":"2329-9266","issn":["2329-9266","2329-9274"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/CAA Journal of Automatica Sinica","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.761900007724762,"id":"https://metadata.un.org/sdg/11"},{"display_name":"Industry, innovation and infrastructure","score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G691409041","display_name":null,"funder_award_id":"61803397","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W629569883","https://openalex.org/W1480086322","https://openalex.org/W1483784287","https://openalex.org/W1486371096","https://openalex.org/W1486925192","https://openalex.org/W1537085243","https://openalex.org/W1602999116","https://openalex.org/W1807434592","https://openalex.org/W1963572963","https://openalex.org/W1969049017","https://openalex.org/W1974784485","https://openalex.org/W1986036165","https://openalex.org/W1995875735","https://openalex.org/W1996997718","https://openalex.org/W2015670145","https://openalex.org/W2016168098","https://openalex.org/W2016209907","https://openalex.org/W2018876607","https://openalex.org/W2022966152","https://openalex.org/W2023236356","https://openalex.org/W2041218337","https://openalex.org/W2041404167","https://openalex.org/W2052762591","https://openalex.org/W2058717721","https://openalex.org/W2063078161","https://openalex.org/W2068400656","https://openalex.org/W2076452041","https://openalex.org/W2082772940","https://openalex.org/W2088756387","https://openalex.org/W2089105702","https://openalex.org/W2103132756","https://openalex.org/W2110250287","https://openalex.org/W2119852896","https://openalex.org/W2129763896","https://openalex.org/W2133004196","https://openalex.org/W2135040180","https://openalex.org/W2162180338","https://openalex.org/W2163504867","https://openalex.org/W2167274712","https://openalex.org/W2206662101","https://openalex.org/W2364892626","https://openalex.org/W2462592853","https://openalex.org/W2516795360","https://openalex.org/W2740432925","https://openalex.org/W2796866788","https://openalex.org/W2889651737","https://openalex.org/W2911131791","https://openalex.org/W2973719814","https://openalex.org/W2982311297","https://openalex.org/W3047746815","https://openalex.org/W3114955313","https://openalex.org/W3123806255","https://openalex.org/W3129744925","https://openalex.org/W7131690523"],"related_works":["https://openalex.org/W2766035691","https://openalex.org/W2794964222","https://openalex.org/W2154821982","https://openalex.org/W2325890293","https://openalex.org/W7113314273","https://openalex.org/W3141989629","https://openalex.org/W2797405264","https://openalex.org/W2074206313","https://openalex.org/W3031111766","https://openalex.org/W2163149309"],"abstract_inverted_index":{"The":[0],"purpose":[1],"of":[2,11,27,76],"this":[3,110],"paper":[4],"is":[5,71,107,117,141],"to":[6,62,151],"assess":[7],"the":[8,46,59,74,126,144,149],"operational":[9],"efficiency":[10,67,116],"a":[12,17,21,24,52,103],"public":[13,56],"bus":[14,63,121],"transportation":[15,57],"via":[16],"case":[18],"study":[19],"from":[20,73],"company":[22,40,78,150],"in":[23,55,58],"large":[25],"city":[26],"China":[28],"by":[29,112],"using":[30,113],"data":[31],"envelopment":[32],"analysis":[33,140],"(DEA)":[34],"model":[35,106,128],"and":[36,80,89,94,155],"Shannon's":[37,130],"entropy.":[38],"This":[39],"operates":[41],"37":[42],"main":[43],"routes":[44],"on":[45],"backbone":[47],"roads.":[48],"Thus,":[49],"it":[50],"plays":[51],"significant":[53],"role":[54],"city.":[60],"According":[61],"industry":[64],"norms,":[65],"an":[66],"evaluation":[68],"index":[69],"system":[70],"constructed":[72],"perspective":[75],"both":[77],"operations":[79,154],"passenger":[81,84,86],"demands.":[82],"For":[83],"satisfaction,":[85],"waiting":[87],"time":[88],"passenger-crowding":[90],"degree":[91],"are":[92,96,146],"considered,":[93],"they":[95],"undesirable":[97],"indicators.":[98],"To":[99],"describe":[100],"such":[101],"indicators,":[102],"superefficient":[104],"DEA":[105,127],"constructed.":[108],"With":[109],"model,":[111],"actual":[114],"data,":[115],"evaluated":[118],"for":[119,148],"each":[120],"route.":[122],"Results":[123],"show":[124],"that":[125],"with":[129],"entropy":[131],"being":[132],"combined":[133],"achieves":[134],"more":[135],"reasonable":[136],"results.":[137],"Also,":[138],"sensitivity":[139],"presented.":[142],"Therefore,":[143],"results":[145],"meaningful":[147],"improve":[152],"its":[153],"management.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-02T09:45:03.842371","created_date":"2021-03-15T00:00:00"}
