{"id":"https://openalex.org/W4368404791","doi":"https://doi.org/10.3390/e25050747","title":"Supply Chain Risk Diffusion in Partially Mapping Double-Layer Hypernetworks","display_name":"Supply Chain Risk Diffusion in Partially Mapping Double-Layer Hypernetworks","publication_year":2023,"publication_date":"2023-05-02","ids":{"openalex":"https://openalex.org/W4368404791","doi":"https://doi.org/10.3390/e25050747","pmid":"https://pubmed.ncbi.nlm.nih.gov/37238502"},"language":"en","primary_location":{"id":"doi:10.3390/e25050747","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e25050747","pdf_url":"https://www.mdpi.com/1099-4300/25/5/747/pdf?version=1683274507","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/1099-4300/25/5/747/pdf?version=1683274507","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071505435","display_name":"Ping Yu","orcid":"https://orcid.org/0000-0001-8460-6701"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Yu","raw_affiliation_strings":["School of Science, Dalian Maritime University, Dalian 116026, China"],"raw_orcid":"https://orcid.org/0000-0001-8460-6701","affiliations":[{"raw_affiliation_string":"School of Science, Dalian Maritime University, Dalian 116026, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017523518","display_name":"Zhiping Wang","orcid":"https://orcid.org/0000-0003-4985-9003"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiping Wang","raw_affiliation_strings":["School of Science, Dalian Maritime University, Dalian 116026, China"],"raw_orcid":"https://orcid.org/0000-0003-4985-9003","affiliations":[{"raw_affiliation_string":"School of Science, Dalian Maritime University, Dalian 116026, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091340563","display_name":"Yanan Sun","orcid":"https://orcid.org/0000-0003-4962-2436"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ya\u2019nan Sun","raw_affiliation_strings":["School of Science, Dalian Maritime University, Dalian 116026, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, Dalian Maritime University, Dalian 116026, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045040253","display_name":"Peiwen Wang","orcid":"https://orcid.org/0000-0002-5164-4522"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peiwen Wang","raw_affiliation_strings":["School of Maritime Economics and Management, Dalian Maritime University, Dalian 116026, China"],"raw_orcid":"https://orcid.org/0000-0002-5164-4522","affiliations":[{"raw_affiliation_string":"School of Maritime Economics and Management, Dalian Maritime University, Dalian 116026, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5017523518","https://openalex.org/A5045040253"],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.4394,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.56726943,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"25","issue":"5","first_page":"747","last_page":"747"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13377","display_name":"Ecosystem dynamics and resilience","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.6984792947769165},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6578465104103088},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.530881404876709},{"id":"https://openalex.org/keywords/diffusion-process","display_name":"Diffusion process","score":0.47418412566185},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4604620933532715},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4557908773422241},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.4368331730365753},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4255439341068268},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.276825875043869},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.186576247215271},{"id":"https://openalex.org/keywords/innovation-diffusion","display_name":"Innovation diffusion","score":0.1685670018196106},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14836150407791138},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.11487537622451782}],"concepts":[{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.6984792947769165},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6578465104103088},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.530881404876709},{"id":"https://openalex.org/C68710425","wikidata":"https://www.wikidata.org/wiki/Q5275442","display_name":"Diffusion process","level":3,"score":0.47418412566185},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4604620933532715},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4557908773422241},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.4368331730365753},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4255439341068268},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.276825875043869},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.186576247215271},{"id":"https://openalex.org/C3017618536","wikidata":"https://www.wikidata.org/wiki/Q304994","display_name":"Innovation diffusion","level":2,"score":0.1685670018196106},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14836150407791138},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.11487537622451782},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e25050747","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e25050747","pdf_url":"https://www.mdpi.com/1099-4300/25/5/747/pdf?version=1683274507","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:37238502","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37238502","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:pubmedcentral.nih.gov:10217646","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10217646","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10217646/pdf/entropy-25-00747.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:a09456c1923a4cbfa690415e3de4adb7","is_oa":true,"landing_page_url":"https://doaj.org/article/a09456c1923a4cbfa690415e3de4adb7","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 25, Iss 5, p 747 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/25/5/747/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e25050747","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Entropy; Volume 25; Issue 5; Pages: 747","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e25050747","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e25050747","pdf_url":"https://www.mdpi.com/1099-4300/25/5/747/pdf?version=1683274507","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":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4368404791.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1982717442","https://openalex.org/W1987881677","https://openalex.org/W2051510684","https://openalex.org/W2081222729","https://openalex.org/W2148301044","https://openalex.org/W2744129433","https://openalex.org/W2784313123","https://openalex.org/W2889000810","https://openalex.org/W2889533145","https://openalex.org/W2902600666","https://openalex.org/W2973107639","https://openalex.org/W2989387078","https://openalex.org/W3008919236","https://openalex.org/W3037533721","https://openalex.org/W3046216552","https://openalex.org/W3084014341","https://openalex.org/W3117978360","https://openalex.org/W3138115288","https://openalex.org/W3161914154","https://openalex.org/W3181730603","https://openalex.org/W3195789628","https://openalex.org/W3209952498","https://openalex.org/W4210493735","https://openalex.org/W4282929879","https://openalex.org/W4286564620","https://openalex.org/W4292297616","https://openalex.org/W4292567169","https://openalex.org/W4309737921","https://openalex.org/W4313332034","https://openalex.org/W6647301827","https://openalex.org/W6682044371","https://openalex.org/W6774589985","https://openalex.org/W6795537064"],"related_works":["https://openalex.org/W2386796262","https://openalex.org/W2354853573","https://openalex.org/W2064306826","https://openalex.org/W2807797544","https://openalex.org/W2924020013","https://openalex.org/W2057463076","https://openalex.org/W2383408482","https://openalex.org/W1968453607","https://openalex.org/W1511383268","https://openalex.org/W2614023814"],"abstract_inverted_index":{"The":[0,69,81,136,187],"impact":[1],"of":[2,155,184,200],"COVID-19":[3],"is":[4,35,87,118,140,189],"global,":[5],"and":[6,13,57,74,197,203],"uncertain":[7,45],"information":[8,161],"will":[9,162,174],"affect":[10],"product":[11],"quality":[12],"worker":[14],"efficiency":[15,183],"in":[16],"the":[17,39,50,65,72,77,91,112,146,153,164,169,176,182,193,198],"complex":[18],"supply":[19,40,209],"chain":[20,41,84,210],"network,":[21],"thus":[22],"bringing":[23],"risks.":[24],"Aiming":[25],"at":[26],"individual":[27],"heterogeneity,":[28],"a":[29],"partial":[30],"mapping":[31,149,172],"double-layer":[32],"hypernetwork":[33],"model":[34,62,188],"constructed":[36],"to":[37,63,89,110,121,124,129,142,151,158],"study":[38],"risk":[42,51,66,134,137,185,194],"diffusion":[43,52,67,138,195],"under":[44],"information.":[46],"Here,":[47],"we":[48,114],"explore":[49],"dynamics,":[53],"drawing":[54],"on":[55],"epidemiology,":[56],"establish":[58],"an":[59],"SPIR":[60],"(Susceptible-Potential-Infected-Recovered)":[61],"simulate":[64,111],"process.":[68],"node":[70],"represents":[71,76],"enterprise,":[73],"hyperedge":[75],"cooperation":[78],"among":[79],"enterprises.":[80],"microscopic":[82],"Markov":[83],"approach":[85],"(MMCA)":[86],"used":[88],"prove":[90],"theory.":[92],"Network":[93],"dynamic":[94],"evolution":[95],"includes":[96],"two":[97],"removal":[98],"strategies:":[99],"(i)":[100],"removing":[101,105],"aging":[102],"nodes;":[103],"(ii)":[104],"key":[106,131],"nodes.":[107],"Using":[108],"Matlab":[109],"model,":[113],"found":[115],"that":[116],"it":[117,204],"more":[119],"conducive":[120],"market":[122],"stability":[123],"eliminate":[125],"outdated":[126],"enterprises":[127,132],"than":[128],"control":[130],"during":[133],"diffusion.":[135],"scale":[139],"related":[141],"interlayer":[143],"mapping.":[144],"Increasing":[145],"upper":[147],"layer":[148,171],"rate":[150,173],"strengthen":[152],"efforts":[154],"official":[156],"media":[157],"issue":[159],"authoritative":[160],"reduce":[163,175],"infected":[165],"enterprise":[166,178],"number.":[167],"Reducing":[168],"lower":[170],"misled":[177],"number,":[179],"thereby":[180],"weakening":[181],"infection.":[186],"helpful":[190],"for":[191,208],"understanding":[192],"characteristics":[196],"importance":[199],"online":[201],"information,":[202],"has":[205],"guiding":[206],"significance":[207],"management.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
