{"id":"https://openalex.org/W4408861868","doi":"https://doi.org/10.1007/s44196-025-00795-7","title":"Research on Cascade Propagation of Collaborative Innovation Risks in Industrial Clusters Considering Entities Heterogeneity","display_name":"Research on Cascade Propagation of Collaborative Innovation Risks in Industrial Clusters Considering Entities Heterogeneity","publication_year":2025,"publication_date":"2025-03-24","ids":{"openalex":"https://openalex.org/W4408861868","doi":"https://doi.org/10.1007/s44196-025-00795-7"},"language":"en","primary_location":{"id":"doi:10.1007/s44196-025-00795-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-025-00795-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-00795-7.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-00795-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101820897","display_name":"Xiaowei Shi","orcid":"https://orcid.org/0000-0003-4146-9916"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]},{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaowei Shi","raw_affiliation_strings":["School of Management, Shenyang University of Technology, Liaoning, 110870, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Shenyang University of Technology, Liaoning, 110870, China","institution_ids":["https://openalex.org/I157507598","https://openalex.org/I118803816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053419973","display_name":"Jifa Wang","orcid":"https://orcid.org/0000-0002-8350-2019"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]},{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jifa Wang","raw_affiliation_strings":["School of Management, Shenyang University of Technology, Liaoning, 110870, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Shenyang University of Technology, Liaoning, 110870, China","institution_ids":["https://openalex.org/I157507598","https://openalex.org/I118803816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100724713","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-1918-4415"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["Architectural Engineering Institute, Shenyang University, Liaoning, 110003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Architectural Engineering Institute, Shenyang University, Liaoning, 110003, China","institution_ids":["https://openalex.org/I118803816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101820897"],"corresponding_institution_ids":["https://openalex.org/I118803816","https://openalex.org/I157507598"],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":3.2148,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.9100503,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.885200023651123,"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":0.885200023651123,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.782800018787384,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.7379311323165894},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.54456627368927},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36142003536224365},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.32997238636016846},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08250072598457336},{"id":"https://openalex.org/keywords/chemical-engineering","display_name":"Chemical engineering","score":0.06545686721801758}],"concepts":[{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.7379311323165894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.54456627368927},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36142003536224365},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32997238636016846},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08250072598457336},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.06545686721801758}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44196-025-00795-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-025-00795-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-00795-7.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:22e51e6056014cc69124160901d1b2fa","is_oa":true,"landing_page_url":"https://doaj.org/article/22e51e6056014cc69124160901d1b2fa","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":"International Journal of Computational Intelligence Systems, Vol 18, Iss 1, Pp 1-17 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44196-025-00795-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-025-00795-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-00795-7.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408861868.pdf"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1983546740","https://openalex.org/W2004961711","https://openalex.org/W2008620264","https://openalex.org/W2032644919","https://openalex.org/W2037326585","https://openalex.org/W2106034715","https://openalex.org/W2114696370","https://openalex.org/W2797648630","https://openalex.org/W2912418837","https://openalex.org/W2945938334","https://openalex.org/W2970410370","https://openalex.org/W4210672841","https://openalex.org/W4394869998"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2153719181","https://openalex.org/W1971748923","https://openalex.org/W1566155057","https://openalex.org/W2060986072","https://openalex.org/W2052574922","https://openalex.org/W64588465","https://openalex.org/W3120641340"],"abstract_inverted_index":{"The":[0,165],"objective":[1],"of":[2,12,23,101,121,132,157],"this":[3],"study":[4],"is":[5],"to":[6,43,119,162],"effectively":[7],"mitigate":[8],"the":[9,21,29,38,75,86,93,111,117,130,142,148,155],"cascading":[10],"propagation":[11,54],"collaborative":[13,57],"innovation":[14,25,48,58,89,124,160,179],"risks":[15],"within":[16],"industrial":[17,46,122,158,177],"clusters":[18],"and":[19,67,98,173],"bolster":[20],"stability":[22,174],"their":[24],"networks.":[26,125,180],"Drawing":[27],"upon":[28],"cascade":[30,53],"failure":[31],"theory":[32],"in":[33,176],"complex":[34],"networks,":[35],"we":[36,77,108],"employ":[37],"BA":[39],"scale-free":[40],"network":[41],"model":[42,55],"construct":[44],"an":[45],"cluster":[47,123,159,178],"network.":[49],"We":[50],"develop":[51],"a":[52,79],"for":[56,170],"risk,":[59],"addressing":[60],"three":[61],"dimensions:":[62],"risk":[63,65,80,143,171],"load,":[64],"capacity,":[66],"load":[68,81,144],"redistribution":[69],"following":[70],"node":[71],"failures.":[72],"To":[73],"enhance":[74],"model,":[76],"propose":[78],"distribution":[82],"strategy":[83,114,151],"that":[84,110,141],"considers":[85],"heterogeneity":[87],"among":[88],"entities,":[90],"focusing":[91],"on":[92],"similarity":[94],"degree,":[95,97],"importance":[96],"cooperation":[99],"degree":[100],"neighboring":[102],"innovative":[103],"entities.":[104],"Through":[105],"simulation":[106],"experiments,":[107],"demonstrate":[109],"integrated":[112,149],"allocation":[113,150],"significantly":[115],"improves":[116],"resistance":[118,156],"destruction":[120],"However,":[126],"under":[127],"intentional":[128],"attacks,":[129],"resilience":[131],"these":[133],"networks":[134,161],"remains":[135],"relatively":[136],"weak.":[137],"Further":[138],"investigation":[139],"reveals":[140],"capacity":[145],"enhanced":[146],"by":[147],"can":[152],"somewhat":[153],"fortify":[154],"such":[163],"attacks.":[164],"findings":[166],"offer":[167],"valuable":[168],"insights":[169],"management":[172],"enhancement":[175]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
