{"id":"https://openalex.org/W4417033981","doi":"https://doi.org/10.2478/jdis-2025-0058","title":"Industry-University-Research collaboration networks: the identification and driving factors of key technologies","display_name":"Industry-University-Research collaboration networks: the identification and driving factors of key technologies","publication_year":2025,"publication_date":"2025-12-05","ids":{"openalex":"https://openalex.org/W4417033981","doi":"https://doi.org/10.2478/jdis-2025-0058"},"language":"en","primary_location":{"id":"doi:10.2478/jdis-2025-0058","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jdis-2025-0058","pdf_url":"https://reference-global.com/2/v2/download/article/10.2478/jdis-2025-0058.pdf","source":{"id":"https://openalex.org/S2764801193","display_name":"Journal of Data and Information Science","issn_l":"2096-157X","issn":["2096-157X","2543-683X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311940","host_organization_name":"Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/P4310311940"],"host_organization_lineage_names":["Chinese Academy of Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Data and Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://reference-global.com/2/v2/download/article/10.2478/jdis-2025-0058.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054259038","display_name":"Qingjin Peng","orcid":"https://orcid.org/0000-0002-9664-5326"},"institutions":[{"id":"https://openalex.org/I4210148850","display_name":"National Science Library","ror":"https://ror.org/04ndjyr10","country_code":"CN","type":"archive","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210148850"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qining Peng","raw_affiliation_strings":["Department of Information Resource Management, School of Economics and Management, University of Chinese Academy of Sciences , Beijing , China","National Science Library (Chengdu), Chinese Academy of Sciences , Chengdu , China","1 National Science Library (Chengdu), Chinese Academy of Sciences , Chengdu , China","2 Department of Information Resource Management, School of Economics and Management, University of Chinese Academy of Sciences , Beijing , China"],"affiliations":[{"raw_affiliation_string":"Department of Information Resource Management, School of Economics and Management, University of Chinese Academy of Sciences , Beijing , China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"National Science Library (Chengdu), Chinese Academy of Sciences , Chengdu , China","institution_ids":["https://openalex.org/I4210148850"]},{"raw_affiliation_string":"1 National Science Library (Chengdu), Chinese Academy of Sciences , Chengdu , China","institution_ids":["https://openalex.org/I4210148850"]},{"raw_affiliation_string":"2 Department of Information Resource Management, School of Economics and Management, University of Chinese Academy of Sciences , Beijing , China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072716505","display_name":"Xian Zhang","orcid":"https://orcid.org/0000-0002-0925-9831"},"institutions":[{"id":"https://openalex.org/I4210148850","display_name":"National Science Library","ror":"https://ror.org/04ndjyr10","country_code":"CN","type":"archive","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210148850"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xian Zhang","raw_affiliation_strings":["Department of Information Resource Management, School of Economics and Management, University of Chinese Academy of Sciences , Beijing , China","National Science Library (Chengdu), Chinese Academy of Sciences , Chengdu , China","1 National Science Library (Chengdu), Chinese Academy of Sciences , Chengdu , China","2 Department of Information Resource Management, School of Economics and Management, University of Chinese Academy of Sciences , Beijing , China"],"affiliations":[{"raw_affiliation_string":"Department of Information Resource Management, School of Economics and Management, University of Chinese Academy of Sciences , Beijing , China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"National Science Library (Chengdu), Chinese Academy of Sciences , Chengdu , China","institution_ids":["https://openalex.org/I4210148850"]},{"raw_affiliation_string":"1 National Science Library (Chengdu), Chinese Academy of Sciences , Chengdu , China","institution_ids":["https://openalex.org/I4210148850"]},{"raw_affiliation_string":"2 Department of Information Resource Management, School of Economics and Management, University of Chinese Academy of Sciences , Beijing , China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103250712","display_name":"Zexin Fu","orcid":"https://orcid.org/0009-0001-5824-939X"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenkang Fu","raw_affiliation_strings":["School of Information Management, Nanjing University Nanjing , China","3 School of Information Management, Nanjing University , Nanjing China"],"affiliations":[{"raw_affiliation_string":"School of Information Management, Nanjing University Nanjing , China","institution_ids":["https://openalex.org/I200845125","https://openalex.org/I881766915"]},{"raw_affiliation_string":"3 School of Information Management, Nanjing University , Nanjing China","institution_ids":["https://openalex.org/I200845125","https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054259038"],"corresponding_institution_ids":["https://openalex.org/I4210148850","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50003512,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"1","first_page":"201","last_page":"240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13276","display_name":"University-Industry-Government Innovation Models","score":0.18330000340938568,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T13276","display_name":"University-Industry-Government Innovation Models","score":0.18330000340938568,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.1761000007390976,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10058","display_name":"Entrepreneurship Studies and Influences","score":0.04569999873638153,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/key","display_name":"Key (lock)","score":0.7736999988555908},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5685999989509583},{"id":"https://openalex.org/keywords/alliance","display_name":"Alliance","score":0.5523999929428101},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.475600004196167},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.3910999894142151},{"id":"https://openalex.org/keywords/information-technology","display_name":"Information technology","score":0.36489999294281006},{"id":"https://openalex.org/keywords/emerging-technologies","display_name":"Emerging technologies","score":0.35260000824928284},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.34049999713897705}],"concepts":[{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.7736999988555908},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5685999989509583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5683000087738037},{"id":"https://openalex.org/C2778431023","wikidata":"https://www.wikidata.org/wiki/Q878249","display_name":"Alliance","level":2,"score":0.5523999929428101},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.49549999833106995},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.475600004196167},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.3910999894142151},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.36489999294281006},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3578000068664551},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.35260000824928284},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.3271999955177307},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.31940001249313354},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.30489999055862427},{"id":"https://openalex.org/C2776474809","wikidata":"https://www.wikidata.org/wiki/Q1328230","display_name":"Strategic alliance","level":3,"score":0.29910001158714294},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.29120001196861267},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2800000011920929},{"id":"https://openalex.org/C137996800","wikidata":"https://www.wikidata.org/wiki/Q762702","display_name":"Technological change","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C2776604539","wikidata":"https://www.wikidata.org/wiki/Q6423395","display_name":"Knowledge sharing","level":2,"score":0.26570001244544983},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C123138037","wikidata":"https://www.wikidata.org/wiki/Q5570871","display_name":"Global network","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2572000026702881}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2478/jdis-2025-0058","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jdis-2025-0058","pdf_url":"https://reference-global.com/2/v2/download/article/10.2478/jdis-2025-0058.pdf","source":{"id":"https://openalex.org/S2764801193","display_name":"Journal of Data and Information Science","issn_l":"2096-157X","issn":["2096-157X","2543-683X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311940","host_organization_name":"Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/P4310311940"],"host_organization_lineage_names":["Chinese Academy of Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Data and Information Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:36da92ff10534d61a75c7b53d3f83f8e","is_oa":true,"landing_page_url":"https://doaj.org/article/36da92ff10534d61a75c7b53d3f83f8e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Data and Information Science, Vol 11, Iss 1, Pp 201-240 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2478/jdis-2025-0058","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jdis-2025-0058","pdf_url":"https://reference-global.com/2/v2/download/article/10.2478/jdis-2025-0058.pdf","source":{"id":"https://openalex.org/S2764801193","display_name":"Journal of Data and Information Science","issn_l":"2096-157X","issn":["2096-157X","2543-683X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311940","host_organization_name":"Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/P4310311940"],"host_organization_lineage_names":["Chinese Academy of Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Data and Information Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4417033981.pdf","grobid_xml":"https://content.openalex.org/works/W4417033981.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1846752906","https://openalex.org/W1974366314","https://openalex.org/W1992705953","https://openalex.org/W2058453250","https://openalex.org/W2090728293","https://openalex.org/W2095508196","https://openalex.org/W2102319084","https://openalex.org/W2124475087","https://openalex.org/W2153779956","https://openalex.org/W2209731533","https://openalex.org/W2518875451","https://openalex.org/W2591244705","https://openalex.org/W2783049062","https://openalex.org/W2793400587","https://openalex.org/W2801500299","https://openalex.org/W2802753034","https://openalex.org/W2811154083","https://openalex.org/W2883917212","https://openalex.org/W2939390813","https://openalex.org/W2942807767","https://openalex.org/W2963489080","https://openalex.org/W2974014857","https://openalex.org/W2986242671","https://openalex.org/W3123301243","https://openalex.org/W3134750645","https://openalex.org/W3175510344","https://openalex.org/W3176066633","https://openalex.org/W3217046260","https://openalex.org/W4200441705","https://openalex.org/W4220932524","https://openalex.org/W4226277555","https://openalex.org/W4282914797","https://openalex.org/W4287310034","https://openalex.org/W4308932345","https://openalex.org/W4311723399","https://openalex.org/W4313485219","https://openalex.org/W4313529179","https://openalex.org/W4315796435","https://openalex.org/W4361753330","https://openalex.org/W4366252991","https://openalex.org/W4380762660","https://openalex.org/W4383894823","https://openalex.org/W4386577751","https://openalex.org/W4388563313","https://openalex.org/W4389010721","https://openalex.org/W4391598810","https://openalex.org/W4392298564","https://openalex.org/W4395052156","https://openalex.org/W4399779903","https://openalex.org/W4400187454","https://openalex.org/W4401070291","https://openalex.org/W4401073855","https://openalex.org/W4401409316","https://openalex.org/W4402315303","https://openalex.org/W4402647877","https://openalex.org/W4404596928","https://openalex.org/W4405728284","https://openalex.org/W4405965150","https://openalex.org/W4408417663","https://openalex.org/W4410947271","https://openalex.org/W4412098991"],"related_works":[],"abstract_inverted_index":{"ABSTRACT":[0],"Purpose":[1],"This":[2,70,290,353],"study":[3,71,132,242,266,291,354],"aims":[4],"to":[5,86,97,144,178,191,326,379,386,429],"analyze":[6],"the":[7,19,22,28,35,89,94,131,138,147,156,160,179,238,246,261,265,270,273,277,280,302,319,328,356],"key":[8,43,112,152,359],"technologies":[9,44,113,360],"in":[10,45,155,165,231,250,368],"Industry\u2013University\u2013Research":[11],"(IUR)":[12],"cooperation":[13,26,47,62,78,100,164,281,298,333,366],"within":[14],"higher":[15],"education":[16],"institutions,":[17],"deepen":[18],"understanding":[20],"of":[21,24,30,42,123,151,182,203,258,272,279,304,332,358],"mechanisms":[23,41,150],"IUR":[25,46,77,99,163,204,274,297,365],"and":[27,33,39,58,66,92,111,136,186,199,252,311,317,330,338,344,361,383,399,421],"process":[29],"technological":[31,124,176,184,306,345,381],"innovation,":[32],"reveal":[34],"dynamic":[36],"evolution":[37,121,357],"patterns":[38],"driving":[40,149],"alliance":[48],"networks":[49,299,367],"at":[50,108],"different":[51,218],"stages.":[52],"It":[53,373],"also":[54,417],"provides":[55,292],"clear":[56],"directions":[57],"strategic":[59],"recommendations":[60],"for":[61,75,295,342],"among":[63],"universities,":[64],"enterprises,":[65],"research":[67],"institutions.":[68],"Methodology":[69],"uses":[72],"patents":[73],"applied":[74],"through":[76],"by":[79,300],"Chinese":[80,166,390],"Double":[81,167,247],"First-Class":[82,168,248],"universities":[83,169,249],"from":[84,174,187,377,384],"2015":[85],"2024":[87],"as":[88,206,347,349],"data":[90],"basis":[91],"employs":[93,137],"Louvain":[95],"algorithm":[96],"divide":[98],"applicants.":[101],"Subsequently,":[102],"a":[103,172,228,375],"Technology\u2013Applicant":[104],"network":[105,117,215,233,282,321,404],"is":[106,285],"constructed":[107],"two-year":[109],"intervals,":[110],"are":[114,126],"extracted":[115],"using":[116],"information":[118],"entropy.":[119],"The":[120,194,423],"paths":[122],"characteristics":[125,154,416],"then":[127],"thoroughly":[128],"analyzed.":[129],"Finally,":[130],"proposes":[133],"three":[134],"hypotheses":[135],"Exponential":[139],"Random":[140],"Graph":[141],"Model":[142],"(ERGM)":[143],"systematically":[145],"elucidate":[146],"endogenous":[148],"technology":[153,275],"applicant.":[157],"Findings":[158],"Over":[159],"past":[161],"decade,":[162],"has":[170,226],"undergone":[171],"transformation":[173],"single":[175,378],"fields":[177,185,382],"deep":[180],"integration":[181,303],"multiple":[183,305,380],"traditional":[188,385],"application":[189],"areas":[190],"emerging":[192,387],"ones.":[193],"knowledge":[195,197,200,223,309,314,396,409],"depth,":[196,397],"width,":[198,312,398],"combination":[201,224,315,400,410],"capabilities":[202],"applicants,":[205],"core":[207],"independent":[208],"variables,":[209],"have":[210],"had":[211],"varying":[212],"impacts":[213],"on":[214,245,269,364],"formation":[216,405],"across":[217],"time":[219],"periods.":[220],"Among":[221],"them,":[222],"capability":[225],"played":[227],"significant":[229],"role":[230],"promoting":[232],"formation.":[234],"Research":[235],"limitations":[236],"On":[237,260],"one":[239],"hand,":[240,263],"this":[241],"mainly":[243,267],"focuses":[244,268],"China":[251,369],"does":[253],"not":[254],"cover":[255],"other":[256,262],"types":[257],"universities.":[259],"while":[264],"analysis":[271,278],"network,":[276],"between":[283],"applicants":[284],"still":[286],"insufficient.":[287],"Practical":[288],"implications":[289],"practical":[293,427],"guidance":[294,428],"optimizing":[296,318],"emphasizing":[301],"fields,":[307],"balancing":[308],"depth":[310],"enhancing":[313],"ability,":[316],"internal":[320],"structure.":[322],"These":[323],"measures":[324],"help":[325],"strengthen":[327],"stability":[329,420],"efficiency":[331],"networks,":[334],"boost":[335],"innovative":[336],"outcomes,":[337],"provide":[339],"strong":[340],"support":[341],"scientific":[343],"progress":[346],"well":[348],"economic":[350],"development.":[351],"Originality/value":[352],"examines":[355],"their":[362],"impact":[363],"over":[370,406],"ten":[371],"years.":[372],"shows":[374],"shift":[376],"applications,":[388],"highlighting":[389],"global":[391],"competitiveness.":[392],"Core":[393],"variables":[394],"like":[395],"ability":[401],"differently":[402],"affect":[403],"time,":[407],"with":[408],"being":[411],"consistently":[412],"significant.":[413],"Network":[414],"structural":[415],"crucially":[418],"regulate":[419],"efficiency.":[422],"findings":[424],"offer":[425],"theory-based":[426],"optimize":[430],"these":[431],"networks.":[432]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-12-05T00:00:00"}