{"id":"https://openalex.org/W4317792321","doi":"https://doi.org/10.1109/wsc57314.2022.10015502","title":"A Heuristic-Based Airport Shopping Behavior Model with Agent-Based Simulation","display_name":"A Heuristic-Based Airport Shopping Behavior Model with Agent-Based Simulation","publication_year":2022,"publication_date":"2022-12-11","ids":{"openalex":"https://openalex.org/W4317792321","doi":"https://doi.org/10.1109/wsc57314.2022.10015502"},"language":"en","primary_location":{"id":"doi:10.1109/wsc57314.2022.10015502","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc57314.2022.10015502","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":"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/A5100641784","display_name":"Yimeng Chen","orcid":"https://orcid.org/0000-0002-5714-4190"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yimeng Chen","raw_affiliation_strings":["UNSW Sydney,Kensington,NSW,AUSTRALIA,2052"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNSW Sydney,Kensington,NSW,AUSTRALIA,2052","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041069081","display_name":"Cheng\u2010Lung Wu","orcid":"https://orcid.org/0000-0002-7559-6596"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Cheng-Lung Wu","raw_affiliation_strings":["UNSW Sydney,Kensington,NSW,AUSTRALIA,2052"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNSW Sydney,Kensington,NSW,AUSTRALIA,2052","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091082562","display_name":"Ngai Ki","orcid":null},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ngai Ki Ma","raw_affiliation_strings":["UNSW Sydney,Kensington,NSW,AUSTRALIA,2052"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNSW Sydney,Kensington,NSW,AUSTRALIA,2052","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9987999796867371,"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":0.9987999796867371,"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/T11599","display_name":"Aviation Industry Analysis and Trends","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9905999898910522,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.8280892372131348},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.6883270740509033},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6243299841880798},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5946836471557617},{"id":"https://openalex.org/keywords/consumer-behaviour","display_name":"Consumer behaviour","score":0.41898036003112793},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3781953454017639},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2580317556858063},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.245834618806839},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15886539220809937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13604357838630676},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.06992268562316895}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8280892372131348},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.6883270740509033},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6243299841880798},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5946836471557617},{"id":"https://openalex.org/C23213687","wikidata":"https://www.wikidata.org/wiki/Q301468","display_name":"Consumer behaviour","level":2,"score":0.41898036003112793},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3781953454017639},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2580317556858063},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.245834618806839},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15886539220809937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13604357838630676},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.06992268562316895},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc57314.2022.10015502","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc57314.2022.10015502","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W13612656","https://openalex.org/W31002969","https://openalex.org/W1536629969","https://openalex.org/W1581537409","https://openalex.org/W1591253650","https://openalex.org/W2006863249","https://openalex.org/W2037242795","https://openalex.org/W2042057194","https://openalex.org/W2064631253","https://openalex.org/W2085991765","https://openalex.org/W2090199801","https://openalex.org/W2097471814","https://openalex.org/W2150234214","https://openalex.org/W2151892890","https://openalex.org/W2480911600","https://openalex.org/W2501120924","https://openalex.org/W2502026285","https://openalex.org/W3006714115","https://openalex.org/W3011182766","https://openalex.org/W3121127591","https://openalex.org/W3132781537","https://openalex.org/W3197737490","https://openalex.org/W4243430611","https://openalex.org/W4244583738","https://openalex.org/W4250645045","https://openalex.org/W6676187848"],"related_works":["https://openalex.org/W3177062893","https://openalex.org/W3125143773","https://openalex.org/W803550684","https://openalex.org/W2007032764","https://openalex.org/W2483226803","https://openalex.org/W3143937874","https://openalex.org/W2067280619","https://openalex.org/W4251343851","https://openalex.org/W4352977312","https://openalex.org/W2041180560"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,62,86,97,113,116,121],"source":[4],"of":[5,33,35,96,115],"airport":[6,40,79,127,141],"revenue":[7,23],"has":[8],"significantly":[9],"changed.":[10],"Accordingly,":[11],"many":[12],"airports":[13],"have":[14],"adjusted":[15],"their":[16],"strategies":[17],"and":[18,84],"focused":[19],"on":[20,65,102,140],"increasing":[21],"retail":[22,41,107],"to":[24,39,46,82],"improve":[25],"financial":[26],"sustainability.":[27],"However,":[28],"there":[29],"is":[30,80],"a":[31,52,76],"lack":[32],"application":[34],"shopping":[36,54,69],"behavior":[37,55],"models":[38],"development.":[42],"This":[43],"paper":[44,59],"aims":[45],"fill":[47],"this":[48,58],"gap":[49],"by":[50,124],"presenting":[51],"heuristic-based":[53],"model.":[56,90],"First,":[57],"briefly":[60],"reviews":[61],"existing":[63],"literature":[64],"heuristics":[66],"for":[67,136],"modelling":[68],"behavior.":[70],"Second,":[71],"research":[72],"data":[73],"collected":[74],"at":[75,100],"case":[77],"study":[78],"used":[81,123],"calibrate":[83],"validate":[85],"proposed":[87,117,130],"agent-based":[88],"simulation":[89],"The":[91,109,129],"Mean":[92],"Absolute":[93],"Percentage":[94],"Error":[95],"model":[98,118,131],"stands":[99],"5.3%":[101],"total":[103],"footfall":[104],"across":[105],"all":[106],"shops.":[108],"validation":[110],"result":[111],"demonstrates":[112],"feasibility":[114],"in":[119,126],"simulating":[120],"heuristic":[122],"shoppers":[125],"retail.":[128,142],"provides":[132],"an":[133],"excellent":[134],"foundation":[135],"future":[137],"scenario":[138],"studies":[139]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
