{"id":"https://openalex.org/W4406721277","doi":"https://doi.org/10.1080/00207543.2025.2451820","title":"Evaluating risk in perishable-food manufacturing and logistics services from the view of human-AI synergy","display_name":"Evaluating risk in perishable-food manufacturing and logistics services from the view of human-AI synergy","publication_year":2025,"publication_date":"2025-01-21","ids":{"openalex":"https://openalex.org/W4406721277","doi":"https://doi.org/10.1080/00207543.2025.2451820"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2025.2451820","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2025.2451820","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"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/A5091785246","display_name":"Sha-lei Zhan","orcid":"https://orcid.org/0000-0001-7919-0983"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sha-lei Zhan","raw_affiliation_strings":["Zhejiang Gongshang University","School of Management and E-Business, Zhejiang Gongshang University, Hangzhou, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-7919-0983","affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang University","institution_ids":["https://openalex.org/I75059550"]},{"raw_affiliation_string":"School of Management and E-Business, Zhejiang Gongshang University, Hangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111543587","display_name":"Xianhua Jiang","orcid":"https://orcid.org/0009-0009-1205-1474"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangdong Jiang","raw_affiliation_strings":["Zhejiang Gongshang University","School of Management and E-Business, Zhejiang Gongshang University, Hangzhou, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0009-0009-1205-1474","affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang University","institution_ids":["https://openalex.org/I75059550"]},{"raw_affiliation_string":"School of Management and E-Business, Zhejiang Gongshang University, Hangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055363976","display_name":"C.T. Ng","orcid":"https://orcid.org/0000-0003-0020-8234"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chi To Ng","raw_affiliation_strings":["The Hong Kong Polytechnic University","Logistics Research Centre, Department of Logistics and Maritime Studies, The Hong Kong Polytechnic University, Hong Kong, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-0020-8234","affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Logistics Research Centre, Department of Logistics and Maritime Studies, The Hong Kong Polytechnic University, Hong Kong, People\u2019s Republic of China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011200757","display_name":"Y. H. Venus Lun","orcid":"https://orcid.org/0000-0002-6412-7620"},"institutions":[{"id":"https://openalex.org/I4210131801","display_name":"Hong Kong R&D Centre for Logistics and Supply Chain Management Enabling Technologies","ror":"https://ror.org/03nm59d75","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210131801"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Venus Y.H. Lun","raw_affiliation_strings":["Logistics and Supply Chain MultiTech R&D Centre","Logistics and Supply Chain MultiTech R&amp;D Centre, Hong Kong, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Logistics and Supply Chain MultiTech R&D Centre","institution_ids":[]},{"raw_affiliation_string":"Logistics and Supply Chain MultiTech R&amp;D Centre, Hong Kong, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210131801"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091785246"],"corresponding_institution_ids":["https://openalex.org/I75059550"],"apc_list":null,"apc_paid":null,"fwci":8.4349,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.96957886,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"64","issue":"2","first_page":"701","last_page":"718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9603999853134155,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9603999853134155,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9581999778747559,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9458000063896179,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/business","display_name":"Business","score":0.6036224365234375},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5070092678070068},{"id":"https://openalex.org/keywords/humanitarian-logistics","display_name":"Humanitarian Logistics","score":0.4394184350967407},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3817249834537506},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.3810999095439911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32942861318588257},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2919658124446869},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.24402031302452087}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6036224365234375},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5070092678070068},{"id":"https://openalex.org/C205548138","wikidata":"https://www.wikidata.org/wiki/Q5939479","display_name":"Humanitarian Logistics","level":2,"score":0.4394184350967407},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3817249834537506},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.3810999095439911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32942861318588257},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2919658124446869},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.24402031302452087}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207543.2025.2451820","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2025.2451820","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G5364652189","display_name":"\u57fa\u4e8e\u591a\u7ea7\u65f6\u53d8GERT\u548c\u8d1d\u53f6\u65af\u65b9\u6cd5\u7684\u6613\u8150\u98df\u54c1\u8d28\u91cf\u53ef\u6301\u7eed\u6027\u7ba1\u7406\u4f18\u5316\u7814\u7a76","funder_award_id":"72072163","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":48,"referenced_works":["https://openalex.org/W1668569279","https://openalex.org/W1980564456","https://openalex.org/W2041946752","https://openalex.org/W2288338628","https://openalex.org/W2722833530","https://openalex.org/W2740528936","https://openalex.org/W2768046336","https://openalex.org/W2804894507","https://openalex.org/W2900873406","https://openalex.org/W2980876556","https://openalex.org/W2994433049","https://openalex.org/W3007397514","https://openalex.org/W3011089232","https://openalex.org/W3047105965","https://openalex.org/W3097129313","https://openalex.org/W3108680210","https://openalex.org/W3112125312","https://openalex.org/W3134239171","https://openalex.org/W3135754732","https://openalex.org/W3153345923","https://openalex.org/W3159130277","https://openalex.org/W3169653105","https://openalex.org/W3183119561","https://openalex.org/W3188962417","https://openalex.org/W3192208786","https://openalex.org/W4207072161","https://openalex.org/W4211007335","https://openalex.org/W4214735842","https://openalex.org/W4221071782","https://openalex.org/W4226058946","https://openalex.org/W4281294379","https://openalex.org/W4281688169","https://openalex.org/W4283388204","https://openalex.org/W4308079024","https://openalex.org/W4309444830","https://openalex.org/W4309880009","https://openalex.org/W4313595480","https://openalex.org/W4319985241","https://openalex.org/W4321054306","https://openalex.org/W4323543432","https://openalex.org/W4362465589","https://openalex.org/W4362636001","https://openalex.org/W4367295911","https://openalex.org/W4378219452","https://openalex.org/W4385580177","https://openalex.org/W4387470220","https://openalex.org/W4389522502","https://openalex.org/W4390086847"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2043094361","https://openalex.org/W1841643533","https://openalex.org/W1481383887","https://openalex.org/W2086986895","https://openalex.org/W2188179919","https://openalex.org/W2084251350","https://openalex.org/W2383707328","https://openalex.org/W2386289474","https://openalex.org/W96448096"],"abstract_inverted_index":{"There":[0],"is":[1],"no":[2],"common":[3],"consensus":[4],"on":[5],"human-AI":[6],"synergistic":[7],"risk":[8],"evaluating":[9],"framework":[10],"among":[11],"the":[12,19,61,75,81,120,145],"extant":[13],"studies,":[14],"especially":[15],"when":[16,48],"simultaneously":[17],"addressing":[18],"challenges":[20],"caused":[21],"by":[22,68,102],"potential":[23,66],"low-probability":[24],"incident":[25,67],"risks":[26],"and":[27,35,70,112,115,129,152,161],"highly":[28],"sensitive":[29],"quality-deterioration":[30,83],"nature":[31],"in":[32,143,164],"perishable-food":[33],"manufacturing":[34],"logistics":[36],"services.":[37],"We":[38,53],"view":[39],"AI-based":[40],"technology":[41],"as":[42],"an":[43],"effective":[44],"incident-scenario":[45],"forecasting":[46],"tool":[47],"facing":[49],"external":[50,153],"environmental":[51,154],"threats.":[52],"use":[54],"a":[55,99,165],"well-trained":[56],"AdaBoost":[57],"model":[58],"to":[59,118],"forecast":[60],"occurrence":[62],"probability":[63],"of":[64,124,148],"each":[65],"observing":[69],"inputting":[71],"real-time":[72],"data":[73],"about":[74],"nine":[76],"key":[77],"influencing":[78],"factors.":[79],"From":[80],"internal":[82,149],"perspective,":[84],"we":[85,96],"advocate":[86],"human-expertise-dominated":[87],"food-safety":[88],"posterior":[89],"information":[90],"revision.":[91],"In":[92],"this":[93],"specific":[94],"framework,":[95],"therefore":[97],"employ":[98],"hybrid":[100],"approach":[101,138],"incorporating":[103],"AdaBoost,":[104],"cumulative":[105],"prospect":[106],"theory-based":[107],"hesitant":[108],"Pythagorean":[109],"fuzzy":[110],"set,":[111],"Graphic":[113],"Evaluation":[114],"Review":[116],"Technique":[117],"address":[119],"comprehensive":[121],"risk-evaluating":[122],"issues":[123],"scenario":[125],"forecasting,":[126],"response":[127],"timing,":[128],"spatial":[130],"ranking.":[131],"The":[132],"main":[133],"findings":[134],"reveal":[135],"that":[136],"our":[137],"not":[139],"only":[140],"has":[141,158],"advantages":[142],"mitigating":[144],"mixed":[146],"ambiguity":[147],"quality":[150],"deterioration":[151],"threats,":[155],"but":[156],"also":[157],"good":[159],"performance":[160],"reliable":[162],"robustness":[163],"changing":[166],"parameter":[167],"environment.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
