{"id":"https://openalex.org/W3159374700","doi":"https://doi.org/10.1108/imds-04-2020-0199","title":"Risk quantification in cold chain management: a federated learning-enabled multi-criteria decision-making methodology","display_name":"Risk quantification in cold chain management: a federated learning-enabled multi-criteria decision-making methodology","publication_year":2021,"publication_date":"2021-04-28","ids":{"openalex":"https://openalex.org/W3159374700","doi":"https://doi.org/10.1108/imds-04-2020-0199","mag":"3159374700"},"language":"en","primary_location":{"id":"doi:10.1108/imds-04-2020-0199","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-04-2020-0199","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management &amp; Data Systems","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/A5103059182","display_name":"H.C.W. Lau","orcid":"https://orcid.org/0000-0002-7744-9012"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Henry Lau","raw_affiliation_strings":["School of Business, Western Sydney University, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7744-9012","affiliations":[{"raw_affiliation_string":"School of Business, Western Sydney University, Sydney, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014519712","display_name":"Yung Po Tsang","orcid":"https://orcid.org/0000-0002-6128-345X"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yung Po Tsang","raw_affiliation_strings":["School of Business, Western Sydney University, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0002-6128-345X","affiliations":[{"raw_affiliation_string":"School of Business, Western Sydney University, Sydney, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059111744","display_name":"Dilupa Nakandala","orcid":"https://orcid.org/0000-0003-1535-5288"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dilupa Nakandala","raw_affiliation_strings":["School of Business, Western Sydney University, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1535-5288","affiliations":[{"raw_affiliation_string":"School of Business, Western Sydney University, Sydney, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004693919","display_name":"C.K.M. Lee","orcid":"https://orcid.org/0000-0001-8577-4547"},"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":"Carman K.M. Lee","raw_affiliation_strings":["Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR"],"raw_orcid":"https://orcid.org/0000-0001-8577-4547","affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.5268,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.94325256,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"121","issue":"7","first_page":"1684","last_page":"1703"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9975000023841858,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9926999807357788,"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/T12583","display_name":"Food Waste Reduction and Sustainability","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.8404933214187622},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.8233258724212646},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.6054345965385437},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.5852571725845337},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5748933553695679},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5731425285339355},{"id":"https://openalex.org/keywords/cold-chain","display_name":"Cold chain","score":0.4829239547252655},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.4539499282836914},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.4373754560947418},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.42051780223846436},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41427552700042725},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3900653123855591},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.37060660123825073},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.31260544061660767},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2291492223739624},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16703733801841736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15809699892997742},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.0917041003704071}],"concepts":[{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.8404933214187622},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.8233258724212646},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.6054345965385437},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5852571725845337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5748933553695679},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5731425285339355},{"id":"https://openalex.org/C2780114722","wikidata":"https://www.wikidata.org/wiki/Q592197","display_name":"Cold chain","level":2,"score":0.4829239547252655},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.4539499282836914},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.4373754560947418},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.42051780223846436},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41427552700042725},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3900653123855591},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37060660123825073},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.31260544061660767},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2291492223739624},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16703733801841736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15809699892997742},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0917041003704071},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/imds-04-2020-0199","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-04-2020-0199","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management &amp; Data Systems","raw_type":"journal-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/94611","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/94611","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"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":"Journal/Magazine Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2016990564","https://openalex.org/W2033401964","https://openalex.org/W2034717186","https://openalex.org/W2068904773","https://openalex.org/W2137356002","https://openalex.org/W2226105606","https://openalex.org/W2288803941","https://openalex.org/W2510683251","https://openalex.org/W2512822650","https://openalex.org/W2561187650","https://openalex.org/W2616750951","https://openalex.org/W2748888081","https://openalex.org/W2750093038","https://openalex.org/W2750146585","https://openalex.org/W2761143430","https://openalex.org/W2761167294","https://openalex.org/W2807867415","https://openalex.org/W2884311850","https://openalex.org/W2889660028","https://openalex.org/W2912213068","https://openalex.org/W2922290641","https://openalex.org/W2941764268","https://openalex.org/W2959220605","https://openalex.org/W2966327746","https://openalex.org/W2971668038","https://openalex.org/W2977797911","https://openalex.org/W2996533041","https://openalex.org/W3011603960","https://openalex.org/W3041278459","https://openalex.org/W3086809868","https://openalex.org/W3091634162","https://openalex.org/W3097577589","https://openalex.org/W3115760506"],"related_works":["https://openalex.org/W2619886288","https://openalex.org/W2410864841","https://openalex.org/W380774767","https://openalex.org/W3134930408","https://openalex.org/W4287965002","https://openalex.org/W4389396049","https://openalex.org/W1977674833","https://openalex.org/W2395251459","https://openalex.org/W2028983668","https://openalex.org/W2084939379"],"abstract_inverted_index":{"Purpose":[0],"In":[1],"the":[2,18,45,70,112,123,157,160,172,176,225,228,237],"cold":[3,92,119,194,204,233],"supply":[4],"chain":[5,93,120,195,234],"(SC),":[6],"effective":[7,180],"risk":[8,73,102,125],"management":[9],"is":[10,59,106,153,168,179,197,221],"regarded":[11],"as":[12],"an":[13,85,148],"essential":[14],"component":[15],"to":[16,54,67,88,116,155,200,231],"address":[17],"risky":[19],"and":[20,27,63,90,111,132,137,139,202,218],"uncertain":[21],"SC":[22,150,205],"environment":[23],"in":[24,151,181,192,207],"handling":[25],"time-":[26],"temperature-sensitive":[28],"products.":[29],"However,":[30],"existing":[31],"multi-criteria":[32,101],"decision-making":[33],"(MCDM)":[34],"approaches":[35,230],"greatly":[36],"rely":[37],"on":[38],"expert":[39],"opinions":[40],"for":[41,61],"pairwise":[42,56,185],"comparisons.":[43],"Despite":[44],"fact":[46],"that":[47,170],"machine":[48],"learning":[49,99],"models":[50],"can":[51],"be":[52],"customised":[53],"conduct":[55],"comparisons,":[57],"it":[58,167],"difficult":[60],"small":[62],"medium":[64],"enterprises":[65],"(SMEs)":[66],"intelligently":[68],"measure":[69,117],"ratings":[71],"between":[72,215],"criteria":[74],"without":[75],"sufficiently":[76],"large":[77],"datasets.":[78],"Therefore,":[79],"this":[80,165],"paper":[81],"aims":[82],"at":[83],"developing":[84],"enterprise-wide":[86],"solution":[87],"identify":[89,201],"assess":[91,203],"risks.":[94],"Design/methodology/approach":[95],"A":[96,189,212],"novel":[97,213],"federated":[98],"(FL)-enabled":[100],"evaluation":[103],"system":[104],"(FMRES)":[105],"proposed,":[107],"which":[108,223],"integrates":[109],"FL":[110,173,217],"best\u2013worst":[113],"method":[114],"(BWM)":[115],"firm-level":[118],"risks":[121,206,235],"under":[122,236],"suggested":[124],"hierarchical":[126],"structure.":[127],"The":[128],"factors":[129],"of":[130,147,159,184,227],"technologies":[131],"equipment,":[133],"operations,":[134],"external":[135],"environment,":[136],"personnel":[138],"organisation":[140],"are":[141],"considered.":[142],"Furthermore,":[143],"a":[144,193,208],"case":[145],"analysis":[146],"e-grocery":[149],"Australia":[152],"conducted":[154],"examine":[156],"feasibility":[158],"proposed":[161],"approach.":[162],"Findings":[163],"Throughout":[164],"study,":[166],"found":[169],"embedding":[171],"mechanism":[174],"into":[175],"MCDM":[177,219,229],"process":[178,220],"acquiring":[182],"knowledge":[183],"comparisons":[186],"from":[187],"experts.":[188],"trusted":[190],"federation":[191],"network":[196],"therefore":[198],"formulated":[199],"systematic":[209],"manner.":[210],"Originality/value":[211],"hybridisation":[214],"horizontal":[216],"explored,":[222],"enhances":[224],"autonomy":[226],"evaluate":[232],"structured":[238],"hierarchy.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-09T07:27:16.801131","created_date":"2025-10-10T00:00:00"}
