{"id":"https://openalex.org/W4413311369","doi":"https://doi.org/10.3390/e27080876","title":"Navigating Cross-Border E-Commerce: Prioritizing Logistics Partners with Hybrid MCGDM","display_name":"Navigating Cross-Border E-Commerce: Prioritizing Logistics Partners with Hybrid MCGDM","publication_year":2025,"publication_date":"2025-08-19","ids":{"openalex":"https://openalex.org/W4413311369","doi":"https://doi.org/10.3390/e27080876","pmid":"https://pubmed.ncbi.nlm.nih.gov/40870348"},"language":"en","primary_location":{"id":"doi:10.3390/e27080876","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27080876","pdf_url":"https://www.mdpi.com/1099-4300/27/8/876/pdf?version=1755608785","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/27/8/876/pdf?version=1755608785","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119344149","display_name":"Xingyu Ma","orcid":"https://orcid.org/0000-0002-8971-9585"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyu Ma","raw_affiliation_strings":["School of Economics and Management, Shanghai Maritime University, Shanghai 201306, China"],"raw_orcid":"https://orcid.org/0000-0002-8971-9585","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Shanghai Maritime University, Shanghai 201306, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101943156","display_name":"Chuanxu Wang","orcid":"https://orcid.org/0000-0001-6253-4196"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chuanxu Wang","raw_affiliation_strings":["School of Economics and Management, Shanghai Maritime University, Shanghai 201306, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Shanghai Maritime University, Shanghai 201306, China","institution_ids":["https://openalex.org/I96733725"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101943156"],"corresponding_institution_ids":["https://openalex.org/I96733725"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":3.6291,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93287852,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"27","issue":"8","first_page":"876","last_page":"876"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International 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/T14139","display_name":"E-commerce and Technology Innovations","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International 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"}}],"keywords":[{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.7951964139938354},{"id":"https://openalex.org/keywords/bhattacharyya-distance","display_name":"Bhattacharyya distance","score":0.7814889550209045},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7709693312644958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6956587433815002},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.6860427260398865},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5696029663085938},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.4177051782608032},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.41511741280555725},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.3161170780658722},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.2663641571998596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20464754104614258},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19026371836662292}],"concepts":[{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.7951964139938354},{"id":"https://openalex.org/C24145651","wikidata":"https://www.wikidata.org/wiki/Q2901249","display_name":"Bhattacharyya distance","level":2,"score":0.7814889550209045},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7709693312644958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6956587433815002},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.6860427260398865},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5696029663085938},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.4177051782608032},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.41511741280555725},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3161170780658722},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2663641571998596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20464754104614258},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19026371836662292},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/e27080876","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27080876","pdf_url":"https://www.mdpi.com/1099-4300/27/8/876/pdf?version=1755608785","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:40870348","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40870348","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:37883eeda2724b92bdfa6790aecd3b27","is_oa":true,"landing_page_url":"https://doaj.org/article/37883eeda2724b92bdfa6790aecd3b27","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 27, Iss 8, p 876 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11192900","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12385221","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e27080876","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27080876","pdf_url":"https://www.mdpi.com/1099-4300/27/8/876/pdf?version=1755608785","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G435437965","display_name":"\u6392\u653e\u63a7\u5236\u533a\u80cc\u666f\u4e0b\u73ed\u8f6e\u8fd0\u8f93\u67a2\u7ebd\u6e2f\u5408\u4f5c\u7ade\u4e89\u9009\u5740\u4e0e\u8239\u8236\u8def\u5f84\u4f18\u5316\u7814\u7a76","funder_award_id":"71974123","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413311369.pdf","grobid_xml":"https://content.openalex.org/works/W4413311369.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W3019118080","https://openalex.org/W4387582438","https://openalex.org/W4392286379"],"related_works":["https://openalex.org/W3149747767","https://openalex.org/W1536747792","https://openalex.org/W1982681402","https://openalex.org/W2192403599","https://openalex.org/W2366937720","https://openalex.org/W2163087802","https://openalex.org/W2155818328","https://openalex.org/W2121699558","https://openalex.org/W4244450895","https://openalex.org/W4387695844"],"abstract_inverted_index":{"(Technique":[0],"for":[1,82,162],"Order":[2],"Preference":[3],"by":[4],"Similarity":[5],"to":[6,24,107,131,141],"Ideal":[7],"Solution":[8],"with":[9,36,76,135],"heterogeneous":[10,41],"data":[11,42],"and":[12,52,149,159,168],"cloud":[13,60,74,87],"Bhattacharyya":[14,98],"distance),":[15],"a":[16,92],"hybrid":[17],"multi-criteria":[18],"group":[19],"decision-making":[20],"(MCGDM)":[21],"model":[22],"designed":[23],"handle":[25],"complex,":[26],"uncertain":[27,167],"data.":[28],"Our":[29],"criteria":[30,122],"system":[31],"integrates":[32],"traditional":[33,108],"supplier":[34],"evaluation":[35],"cross-border":[37,164],"e-commerce":[38],"characteristics,":[39],"using":[40,58,139],"types-including":[43],"exact":[44],"numbers,":[45],"intervals,":[46],"digital":[47],"datasets,":[48],"multi-granularity":[49],"linguistic":[50,53],"terms,":[51],"expressions.":[54],"These":[55],"are":[56],"unified":[57],"normal":[59],"models":[61],"(NCMs),":[62],"ensuring":[63],"uncertainty":[64,144],"is":[65,80,128,155],"consistently":[66],"represented.":[67],"A":[68,124],"novel":[69],"algorithm,":[70],"improved":[71],"multi-step":[72],"backward":[73],"transformation":[75],"sampling":[77],"replacement":[78],"(IMBCT-SR),":[79],"developed":[81],"converting":[83],"dataset-type":[84],"indicators":[85],"into":[86],"models.":[88],"We":[89],"also":[90],"introduce":[91],"new":[93],"similarity":[94],"measure,":[95],"the":[96,111],"Cloud":[97],"Distance":[99],"(CBD),":[100],"which":[101],"shows":[102],"superior":[103],"discrimination":[104],"ability":[105],"compared":[106],"distances.":[109],"Using":[110],"coefficient":[112],"of":[113],"variation":[114],"(CV)":[115],"based":[116],"on":[117],"CBD,":[118],"we":[119],"objectively":[120],"determine":[121],"weights.":[123],"cloud-based":[125],"TOPSIS":[126],"approach":[127],"then":[129],"applied":[130],"rank":[132],"alternative":[133],"LSPs,":[134],"all":[136],"variables":[137],"modeled":[138],"NCMs":[140],"ensure":[142],"consistent":[143],"representation.":[145],"An":[146],"application":[147],"case":[148],"comparative":[150],"experiments":[151],"demonstrate":[152],"that":[153],"HD-CBDTOPSIS":[154],"an":[156],"effective,":[157],"flexible,":[158],"robust":[160],"tool":[161],"evaluating":[163],"LSPs":[165],"under":[166],"multi-dimensional":[169],"conditions.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}
