{"id":"https://openalex.org/W3213479948","doi":"https://doi.org/10.2478/jdis-2021-0034","title":"Feature and Tendency of Technology Transfer in Z-Park Patent Cooperation Network: From the Perspective of Global Optimal Path","display_name":"Feature and Tendency of Technology Transfer in Z-Park Patent Cooperation Network: From the Perspective of Global Optimal Path","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W3213479948","doi":"https://doi.org/10.2478/jdis-2021-0034","mag":"3213479948"},"language":"en","primary_location":{"id":"doi:10.2478/jdis-2021-0034","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jdis-2021-0034","pdf_url":"https://sciendo.com/pdf/10.2478/jdis-2021-0034","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://sciendo.com/pdf/10.2478/jdis-2021-0034","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101530275","display_name":"Jun Guan","orcid":"https://orcid.org/0000-0002-8800-1109"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Guan","raw_affiliation_strings":["School of Economics and Management , Beijing University of Technology , Beijing , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management , Beijing University of Technology , Beijing , China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022876142","display_name":"Jingying Xu","orcid":"https://orcid.org/0000-0002-6336-2629"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingying Xu","raw_affiliation_strings":["School of Economics and Management , Beijing University of Technology , Beijing , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management , Beijing University of Technology , Beijing , China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101564717","display_name":"Yu Han","orcid":"https://orcid.org/0000-0002-5877-0804"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Han","raw_affiliation_strings":["School of Economics and Management , Beijing University of Technology , Beijing , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management , Beijing University of Technology , Beijing , China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100445456","display_name":"Dawei Wang","orcid":"https://orcid.org/0000-0003-1064-3715"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Wang","raw_affiliation_strings":["School of Economics and Management , Beijing University of Technology , Beijing , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management , Beijing University of Technology , Beijing , China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065442173","display_name":"Lizhi Xing","orcid":"https://orcid.org/0000-0001-9554-5414"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lizhi Xing","raw_affiliation_strings":["School of Economics and Management , Beijing University of Technology , Beijing , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management , Beijing University of Technology , Beijing , China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065442173"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":null,"apc_paid":null,"fwci":0.5617,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76585564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"6","issue":"4","first_page":"111","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10058","display_name":"Entrepreneurship Studies and Influences","score":0.996999979019165,"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/T10058","display_name":"Entrepreneurship Studies and Influences","score":0.996999979019165,"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/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.553768515586853},{"id":"https://openalex.org/keywords/industrial-park","display_name":"Industrial park","score":0.5494548082351685},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.4885583817958832},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4501105844974518},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4472964406013489},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.37321680784225464},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3073025941848755},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09245041012763977}],"concepts":[{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.553768515586853},{"id":"https://openalex.org/C2781305714","wikidata":"https://www.wikidata.org/wiki/Q1662100","display_name":"Industrial park","level":2,"score":0.5494548082351685},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.4885583817958832},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4501105844974518},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4472964406013489},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37321680784225464},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3073025941848755},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09245041012763977},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2478/jdis-2021-0034","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jdis-2021-0034","pdf_url":"https://sciendo.com/pdf/10.2478/jdis-2021-0034","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:7eb6b79bf4134779893c4a80ea2ccc79","is_oa":true,"landing_page_url":"https://doaj.org/article/7eb6b79bf4134779893c4a80ea2ccc79","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":"Journal of Data and Information Science, Vol 6, Iss 4, Pp 111-138 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2478/jdis-2021-0034","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jdis-2021-0034","pdf_url":"https://sciendo.com/pdf/10.2478/jdis-2021-0034","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":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G1539106452","display_name":null,"funder_award_id":"71971006","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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3213479948.pdf","grobid_xml":"https://content.openalex.org/works/W3213479948.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1517138715","https://openalex.org/W1532066980","https://openalex.org/W1819816636","https://openalex.org/W1918585835","https://openalex.org/W1971421925","https://openalex.org/W1978710835","https://openalex.org/W1999247576","https://openalex.org/W1999250583","https://openalex.org/W2029377869","https://openalex.org/W2032560392","https://openalex.org/W2044204909","https://openalex.org/W2044354924","https://openalex.org/W2070263834","https://openalex.org/W2076491080","https://openalex.org/W2078353502","https://openalex.org/W2083772404","https://openalex.org/W2109469951","https://openalex.org/W2123827925","https://openalex.org/W2136184208","https://openalex.org/W2147093515","https://openalex.org/W2169049218","https://openalex.org/W2255464338","https://openalex.org/W2367844967","https://openalex.org/W2375314084","https://openalex.org/W2382540357","https://openalex.org/W2574969427","https://openalex.org/W2603557277","https://openalex.org/W2897550795","https://openalex.org/W2943209509","https://openalex.org/W2979843205","https://openalex.org/W2986101799","https://openalex.org/W2993001656","https://openalex.org/W3021072531","https://openalex.org/W3096347355","https://openalex.org/W3123471572","https://openalex.org/W6631950131","https://openalex.org/W7064468844"],"related_works":["https://openalex.org/W2362333699","https://openalex.org/W4388008218","https://openalex.org/W2790607559","https://openalex.org/W2351179085","https://openalex.org/W2375490254","https://openalex.org/W2373882509","https://openalex.org/W2363603946","https://openalex.org/W2371342277","https://openalex.org/W2910174555","https://openalex.org/W2367167857"],"abstract_inverted_index":{"Abstract":[0],"Purpose":[1],"This":[2],"study":[3],"aims":[4],"to":[5,32,71,164,239,281,299,305],"provide":[6,261],"a":[7,283,301],"new":[8],"framework":[9],"for":[10,266],"analyzing":[11],"the":[12,18,22,33,38,45,53,67,73,81,88,93,99,113,126,131,134,144,148,152,166,186,207,210,220,229,235,267,286,293,307],"path":[13],"of":[14,35,41,47,69,76,83,95,125,209,231,257,271,277,289,295,303],"technology":[15,77,105,167,232,296],"diffusion":[16,78,168,233],"in":[17,92,147,160,185,234],"innovation":[19,36,48,110,114,236],"network":[20,124,237],"at":[21],"regional":[23],"level":[24,27],"and":[25,44,65,79,98,107,130,178,180,195,249,264,269,292,298],"industrial":[26,202],"respectively,":[28],"which":[29],"is":[30,157,214,280],"conducive":[31],"integration":[34],"resources,":[37],"coordinated":[39],"development":[40],"innovative":[42,84,135,311],"subjects,":[43],"improvement":[46],"abilities.":[49],"Design/methodology/approach":[50],"Based":[51],"on":[52],"Z-Park":[54,127],"patent":[55,155,212,221,290],"cooperation":[56,123,156,222],"data,":[57],"we":[58],"establish":[59],"Inter-Enterprise":[60],"Technology":[61],"Transfer":[62],"Network":[63],"model":[64],"apply":[66],"concept":[68],"Pivotability":[70],"describe":[72],"key":[74],"links":[75],"quantify":[80],"importance":[82],"partnerships.":[85],"By":[86],"measuring":[87],"topologically":[89],"structural":[90],"characteristics":[91],"levels":[94],"branch":[96,171],"park":[97,142],"technosphere,":[100],"this":[101,258,278],"paper":[102,259,279],"demonstrates":[103],"how":[104],"spreads":[106],"promotes":[108],"overall":[109],"activities":[111],"within":[112],"network.":[115,223],"Findings":[116],"The":[117,224,255,275],"results":[118],"indicate":[119],"that:":[120],"(1)":[121],"Patent":[122],"displays":[128],"heterogeneity":[129],"connections":[132],"between":[133,285,310],"subjects":[136],"distribute":[137],"extremely":[138],"uneven.":[139],"(2)":[140],"Haidian":[141],"owns":[143],"highest":[145],"pivotability":[146],"IETTN":[149],"model,":[150],"yet":[151],"related":[153],"inter-enterprise":[154],"mainly":[158],"concentrated":[159],"its":[161],"internal,":[162],"failing":[163],"facilitate":[165],"across":[169],"multiple":[170],"parks.":[172,273],"(3)":[173],"Such":[174],"fields":[175,190],"as":[176,192,244],"\u201celectronics":[177],"information\u201d":[179],"\u201cadvanced":[181],"manufacturing\u201d":[182],"are":[183],"prominent":[184],"cross-technosphere":[187],"cooperation,":[188],"while":[189,218],"such":[191,243],"\u201cnew":[193],"energy\u201d":[194],"\u201cenvironmental":[196],"protection":[197],"technology\u201d":[198],"can":[199],"better":[200],"promote":[201],"integration.":[203],"Research":[204],"limitations":[205],"Only":[206],"part":[208],"joint":[211],"application":[213],"taken":[215],"into":[216],"account":[217],"establishing":[219],"other":[225],"factors":[226],"that":[227],"influence":[228],"mechanism":[230],"need":[238],"be":[240],"further":[241],"studied,":[242],"financial":[245],"capital,":[246],"market":[247],"competition,":[248],"personnel":[250],"mobility,":[251],"etc.":[252],"Practical":[253],"implications":[254],"findings":[256],"will":[260],"useful":[262],"information":[263],"suggestions":[265],"administration":[268],"policy-making":[270],"high-tech":[272],"Originality/value":[274],"value":[276],"build":[282],"bridge":[284],"massive":[287],"amount":[288],"data":[291],"nature":[294],"diffusion,":[297],"develop":[300],"set":[302],"tools":[304],"analyze":[306],"nonlinear":[308],"relations":[309],"subjects.":[312]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
