{"id":"https://openalex.org/W4317793572","doi":"https://doi.org/10.1109/wsc57314.2022.10015474","title":"Combining Survival Analysis and Simheuristics to Predict the Risk of Delays in Urban Ridesharing Operations with Random Travel Times","display_name":"Combining Survival Analysis and Simheuristics to Predict the Risk of Delays in Urban Ridesharing Operations with Random Travel Times","publication_year":2022,"publication_date":"2022-12-11","ids":{"openalex":"https://openalex.org/W4317793572","doi":"https://doi.org/10.1109/wsc57314.2022.10015474"},"language":"en","primary_location":{"id":"doi:10.1109/wsc57314.2022.10015474","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc57314.2022.10015474","pdf_url":null,"source":{"id":"https://openalex.org/S4363607869","display_name":"2022 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://upcommons.upc.edu/bitstreams/6bf2f10f-1502-4848-8ae9-2160334dc440/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055904681","display_name":"Erika M. Herrera","orcid":"https://orcid.org/0000-0001-9905-2203"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Erika M. Herrera","raw_affiliation_strings":["Universitat Oberta de Catalunya,Computer Science Department,Barcelona,SPAIN,08018"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya,Computer Science Department,Barcelona,SPAIN,08018","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078895046","display_name":"Javier Panadero","orcid":"https://orcid.org/0000-0002-3793-3328"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Panadero","raw_affiliation_strings":["Universitat Oberta de Catalunya,Computer Science Department,Barcelona,SPAIN,08018"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya,Computer Science Department,Barcelona,SPAIN,08018","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080136207","display_name":"\u00c1ngel A. Juan","orcid":"https://orcid.org/0000-0003-1392-1776"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Angel A. Juan","raw_affiliation_strings":["Universitat Politècnica de València,Dept. of Applied Statistics and Operations Research Plaza Ferrandiz-Carbonell,Alcoy,SPAIN,03801"],"affiliations":[{"raw_affiliation_string":"Universitat Politècnica de València,Dept. of Applied Statistics and Operations Research Plaza Ferrandiz-Carbonell,Alcoy,SPAIN,03801","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075982621","display_name":"Patricia Carracedo","orcid":"https://orcid.org/0000-0002-9352-9565"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patricia Carracedo","raw_affiliation_strings":["Universitat Politècnica de València,Dept. of Applied Statistics and Operations Research Plaza Ferrandiz-Carbonell,Alcoy,SPAIN,03801"],"affiliations":[{"raw_affiliation_string":"Universitat Politècnica de València,Dept. of Applied Statistics and Operations Research Plaza Ferrandiz-Carbonell,Alcoy,SPAIN,03801","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007442822","display_name":"Elena P\u00e9rez Bernabeu","orcid":"https://orcid.org/0000-0002-9221-7623"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elena Perez-Bernabeu","raw_affiliation_strings":["Universitat Politècnica de València,Dept. of Applied Statistics and Operations Research Plaza Ferrandiz-Carbonell,Alcoy,SPAIN,03801"],"affiliations":[{"raw_affiliation_string":"Universitat Politècnica de València,Dept. of Applied Statistics and Operations Research Plaza Ferrandiz-Carbonell,Alcoy,SPAIN,03801","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Rocio de la Torre","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rocio de la Torre","raw_affiliation_strings":["Universitat Politècnica de València,Department of Business Organization Plaza Ferrandiz-Carbonell,Alcoy,SPAIN,03801"],"affiliations":[{"raw_affiliation_string":"Universitat Politècnica de València,Department of Business Organization Plaza Ferrandiz-Carbonell,Alcoy,SPAIN,03801","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5055904681"],"corresponding_institution_ids":["https://openalex.org/I138847295"],"apc_list":null,"apc_paid":null,"fwci":0.2146,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.42677419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1660","last_page":"1671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":1.0,"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/T12546","display_name":"Smart Parking Systems Research","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6636255383491516},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.6323508620262146},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.49160489439964294},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4437852203845978},{"id":"https://openalex.org/keywords/orienteering","display_name":"Orienteering","score":0.41695892810821533},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37925243377685547},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1624637246131897},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1589318811893463},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11754500865936279}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6636255383491516},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.6323508620262146},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.49160489439964294},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4437852203845978},{"id":"https://openalex.org/C513932644","wikidata":"https://www.wikidata.org/wiki/Q29358","display_name":"Orienteering","level":2,"score":0.41695892810821533},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37925243377685547},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1624637246131897},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1589318811893463},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11754500865936279},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc57314.2022.10015474","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc57314.2022.10015474","pdf_url":null,"source":{"id":"https://openalex.org/S4363607869","display_name":"2022 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/384647","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/384647","pdf_url":"https://upcommons.upc.edu/bitstreams/6bf2f10f-1502-4848-8ae9-2160334dc440/download","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/384647","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/384647","pdf_url":"https://upcommons.upc.edu/bitstreams/6bf2f10f-1502-4848-8ae9-2160334dc440/download","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6200000047683716}],"awards":[{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3469560780","display_name":null,"funder_award_id":"2019-I-ES01-KA103-062602","funder_id":"https://openalex.org/F4320335551","funder_display_name":"Erasmus+"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4126322094","display_name":null,"funder_award_id":"01100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5064038895","display_name":null,"funder_award_id":"KA103","funder_id":"https://openalex.org/F4320335551","funder_display_name":"Erasmus+"},{"id":"https://openalex.org/G661330594","display_name":null,"funder_award_id":"00110","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6685425346","display_name":null,"funder_award_id":"0011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8260616629","display_name":null,"funder_award_id":"011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8684520763","display_name":null,"funder_award_id":"PID2019","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320335551","display_name":"Erasmus+","ror":null},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4317793572.pdf","grobid_xml":"https://content.openalex.org/works/W4317793572.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1962402543","https://openalex.org/W1963938442","https://openalex.org/W1982002004","https://openalex.org/W2088528187","https://openalex.org/W2105834060","https://openalex.org/W2156266293","https://openalex.org/W2555940907","https://openalex.org/W2588854804","https://openalex.org/W2599108524","https://openalex.org/W2611743158","https://openalex.org/W2625781126","https://openalex.org/W2799283663","https://openalex.org/W2800390538","https://openalex.org/W2899011733","https://openalex.org/W2948942375","https://openalex.org/W2993732350","https://openalex.org/W3004683339","https://openalex.org/W3011196596","https://openalex.org/W3037675691","https://openalex.org/W3043824816","https://openalex.org/W3093830988","https://openalex.org/W3095227671","https://openalex.org/W3115654328","https://openalex.org/W3127229453","https://openalex.org/W3134349451","https://openalex.org/W3153825323","https://openalex.org/W3155014226","https://openalex.org/W3176739440","https://openalex.org/W3183632125","https://openalex.org/W3187966373","https://openalex.org/W3188232628","https://openalex.org/W3204137325","https://openalex.org/W6735168375"],"related_works":["https://openalex.org/W4249387127","https://openalex.org/W327165017","https://openalex.org/W2356214734","https://openalex.org/W2394169628","https://openalex.org/W4254102998","https://openalex.org/W2381702286","https://openalex.org/W2014979043","https://openalex.org/W2392643114","https://openalex.org/W2358559116","https://openalex.org/W2035201919"],"abstract_inverted_index":{"More":[0],"sustainable":[1],"transportation":[2],"and":[3,42,78],"mobility":[4],"concepts,":[5],"such":[6],"as":[7,29,55,63],"ridesharing,":[8],"are":[9],"gaining":[10],"momentum":[11],"in":[12,69],"modern":[13],"smart":[14],"cities.":[15],"In":[16,57,87],"many":[17],"real-life":[18],"scenarios,":[19],"travel":[20],"times":[21],"among":[22],"potential":[23],"customers'":[24],"locations":[25],"should":[26],"be":[27,53],"modeled":[28],"random":[30],"variables.":[31],"This":[32],"uncertainty":[33],"makes":[34],"it":[35],"difficult":[36],"to":[37,52,89,111],"design":[38],"efficient":[39],"ridesharing":[40,62],"schedules":[41],"routing":[43,120,134],"plans,":[44],"since":[45],"the":[46,71,75,79,115,130,133],"risk":[47,80],"of":[48,81,138],"possible":[49],"delays":[50,84,137],"has":[51],"considered":[54],"well.":[56],"this":[58],"paper,":[59],"we":[60,92],"model":[61],"a":[64,94,99,118,124],"stochastic":[65],"team":[66],"orienteering":[67],"problem":[68],"which":[70],"trade-off":[72],"between":[73],"maximizing":[74],"expected":[76],"reward":[77],"incurring":[82],"time":[83],"is":[85],"analyzed.":[86],"order":[88],"do":[90],"so,":[91],"propose":[93],"simulation-optimization":[95],"approach":[96],"that":[97,117,132],"combines":[98],"simheuristic":[100],"algorithm":[101],"with":[102],"survival":[103],"analysis":[104],"techniques.":[105],"The":[106],"aforementioned":[107],"methodology":[108],"allows":[109],"us":[110,129],"generate":[112],"not":[113],"only":[114],"probability":[116,131],"given":[119],"plan":[121,135],"will":[122],"suffer":[123],"delay,":[125],"but":[126],"also":[127],"gives":[128],"experiences":[136],"different":[139],"sizes.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}