{"id":"https://openalex.org/W3118038833","doi":"https://doi.org/10.1145/3450267.3450546","title":"Incentivizing routing choices for safe and efficient transportation in the face of the COVID-19 pandemic","display_name":"Incentivizing routing choices for safe and efficient transportation in the face of the COVID-19 pandemic","publication_year":2021,"publication_date":"2021-04-01","ids":{"openalex":"https://openalex.org/W3118038833","doi":"https://doi.org/10.1145/3450267.3450546","mag":"3118038833"},"language":"en","primary_location":{"id":"doi:10.1145/3450267.3450546","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3450267.3450546","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3450267.3450546","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE 12th International Conference on Cyber-Physical Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3450267.3450546","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Mark Beliaev","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mark Beliaev","raw_affiliation_strings":["UC Santa Barbara"],"affiliations":[{"raw_affiliation_string":"UC Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Erdem B\u0131y\u0131k","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erdem B\u0131y\u0131k","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Daniel A. Lazar","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel A. Lazar","raw_affiliation_strings":["UC Santa Barbara"],"affiliations":[{"raw_affiliation_string":"UC Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Woodrow Z. Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Woodrow Z. Wang","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Dorsa Sadigh","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dorsa Sadigh","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ramtin Pedarsani","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramtin Pedarsani","raw_affiliation_strings":["UC Santa Barbara"],"affiliations":[{"raw_affiliation_string":"UC Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":0.1859,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.46749274,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998999834060669,"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":0.9998999834060669,"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/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/T10298","display_name":"Urban Transport and Accessibility","score":0.9969000220298767,"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/taxis","display_name":"Taxis","score":0.6567999720573425},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.5648999810218811},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5629000067710876},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.5404999852180481},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5196999907493591},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5078999996185303}],"concepts":[{"id":"https://openalex.org/C183373512","wikidata":"https://www.wikidata.org/wiki/Q949618","display_name":"Taxis","level":2,"score":0.6567999720573425},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.5648999810218811},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5629000067710876},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.5404999852180481},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5196999907493591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5145000219345093},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5078999996185303},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.48010000586509705},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.42250001430511475},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3984000086784363},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.37630000710487366},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.3598000109195709},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.33169999718666077},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.3199000060558319},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.289900004863739},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.27869999408721924},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.271699994802475}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3450267.3450546","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3450267.3450546","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3450267.3450546","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE 12th International Conference on Cyber-Physical Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2012.15749","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2012.15749","pdf_url":"https://arxiv.org/pdf/2012.15749","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3450267.3450546","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3450267.3450546","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3450267.3450546","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE 12th International Conference on Cyber-Physical Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8023594679","display_name":null,"funder_award_id":"1952920","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337392","display_name":"Division of Electrical, Communications and Cyber Systems","ror":"https://ror.org/01krpsy48"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3118038833.pdf","grobid_xml":"https://content.openalex.org/works/W3118038833.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1596763386","https://openalex.org/W2026047912","https://openalex.org/W2072084268","https://openalex.org/W2112269231","https://openalex.org/W2123733911","https://openalex.org/W2255042952","https://openalex.org/W2537660969","https://openalex.org/W2618717009","https://openalex.org/W2925362180","https://openalex.org/W2963388121","https://openalex.org/W2963394290","https://openalex.org/W3011192902","https://openalex.org/W3037342341","https://openalex.org/W3039563104","https://openalex.org/W3082706096","https://openalex.org/W3086387167","https://openalex.org/W3121308144","https://openalex.org/W3129827477"],"related_works":[],"abstract_inverted_index":{"The":[0],"COVID-19":[1],"pandemic":[2,24],"has":[3],"severely":[4],"affected":[5],"many":[6,13],"aspects":[7],"of":[8,22,47,107,142,187],"people's":[9,26],"daily":[10],"lives.":[11],"While":[12],"countries":[14],"are":[15,28,66,70],"in":[16,63,137,166],"a":[17,123,152],"reopening":[18],"stage,":[19],"some":[20],"effects":[21],"the":[23,48,90,103,143],"on":[25],"behaviors":[27],"expected":[29],"to":[30,55,72,82,97,101,111,127,134,155,182],"last":[31],"much":[32,146],"longer,":[33],"including":[34],"how":[35],"they":[36],"choose":[37],"between":[38,105],"different":[39],"transport":[40,50,160],"options.":[41],"Experts":[42],"predict":[43],"considerably":[44],"delayed":[45],"recovery":[46],"public":[49],"options,":[51,161],"as":[52,80,89],"people":[53,69],"try":[54],"avoid":[56],"crowded":[57,86],"places.":[58],"In":[59,92],"turn,":[60],"significant":[61],"increases":[62],"traffic":[64],"congestion":[65,110,184],"expected,":[67],"since":[68],"likely":[71],"prefer":[73],"using":[74],"their":[75],"own":[76],"vehicles":[77],"or":[78],"taxis":[79],"opposed":[81],"riskier":[83],"and":[84,109,114,140,174,185],"more":[85],"options":[87],"such":[88],"railway.":[91],"this":[93,119],"paper,":[94],"we":[95,121,149],"propose":[96,151],"use":[98],"financial":[99],"incentives":[100],"set":[102],"tradeoff":[104],"risk":[106,186],"infection":[108],"achieve":[112],"safe":[113],"efficient":[115],"transportation":[116],"networks.":[117],"To":[118],"end,":[120],"formulate":[122],"network":[124],"optimization":[125],"problem":[126],"optimize":[128],"taxi":[129,168],"fares.":[130],"For":[131],"our":[132,167,178],"framework":[133,179],"be":[135],"useful":[136],"various":[138],"cities":[139],"times":[141],"day":[144],"without":[145],"designer":[147],"effort,":[148],"also":[150],"data-driven":[153],"approach":[154],"learn":[156],"human":[157],"preferences":[158],"about":[159],"which":[162],"is":[163,180],"then":[164],"used":[165],"fare":[169],"optimization.":[170],"Our":[171],"user":[172],"studies":[173],"simulation":[175],"experiments":[176],"show":[177],"able":[181],"minimize":[183],"infection.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2021-01-05T00:00:00"}
