{"id":"https://openalex.org/W4319297085","doi":"https://doi.org/10.3390/systems11020082","title":"Cyclical Evolution of Emerging Technology Innovation Network from a Temporal Network Perspective","display_name":"Cyclical Evolution of Emerging Technology Innovation Network from a Temporal Network Perspective","publication_year":2023,"publication_date":"2023-02-05","ids":{"openalex":"https://openalex.org/W4319297085","doi":"https://doi.org/10.3390/systems11020082"},"language":"en","primary_location":{"id":"doi:10.3390/systems11020082","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems11020082","pdf_url":"https://www.mdpi.com/2079-8954/11/2/82/pdf?version=1677048079","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/11/2/82/pdf?version=1677048079","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101441459","display_name":"Yaqin Liu","orcid":"https://orcid.org/0000-0003-0019-9403"},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaqin Liu","raw_affiliation_strings":["School of Economics, Wuhan Polytechnic University, Wuhan 430048, China"],"affiliations":[{"raw_affiliation_string":"School of Economics, Wuhan Polytechnic University, Wuhan 430048, China","institution_ids":["https://openalex.org/I14116566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011778772","display_name":"Yunsi Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunsi Chen","raw_affiliation_strings":["School of Economics, Wuhan Polytechnic University, Wuhan 430048, China"],"affiliations":[{"raw_affiliation_string":"School of Economics, Wuhan Polytechnic University, Wuhan 430048, China","institution_ids":["https://openalex.org/I14116566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102191169","display_name":"Qing He","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing He","raw_affiliation_strings":["School of Economics, Wuhan University of Technology, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"School of Economics, Wuhan University of Technology, Wuhan 430070, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082829068","display_name":"Qian Yu","orcid":"https://orcid.org/0000-0003-2668-3025"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qian Yu","raw_affiliation_strings":["School of Economics, Wuhan University of Technology, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"School of Economics, Wuhan University of Technology, Wuhan 430070, China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082829068"],"corresponding_institution_ids":["https://openalex.org/I196699116"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.6669,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63578275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"11","issue":"2","first_page":"82","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9958000183105469,"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/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9819999933242798,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/network-dynamics","display_name":"Network dynamics","score":0.6135728359222412},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6082761883735657},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.5035232901573181},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4973044693470001},{"id":"https://openalex.org/keywords/technological-evolution","display_name":"Technological evolution","score":0.48771604895591736},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4828267991542816},{"id":"https://openalex.org/keywords/network-formation","display_name":"Network formation","score":0.4558197259902954},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43415600061416626},{"id":"https://openalex.org/keywords/emerging-technologies","display_name":"Emerging technologies","score":0.4263582229614258},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.41314947605133057},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3683575391769409},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24159562587738037},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1586819589138031},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0970773994922638},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09108507633209229},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0882926881313324}],"concepts":[{"id":"https://openalex.org/C123757187","wikidata":"https://www.wikidata.org/wiki/Q9195957","display_name":"Network dynamics","level":2,"score":0.6135728359222412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6082761883735657},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.5035232901573181},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4973044693470001},{"id":"https://openalex.org/C104745612","wikidata":"https://www.wikidata.org/wiki/Q1756507","display_name":"Technological evolution","level":2,"score":0.48771604895591736},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4828267991542816},{"id":"https://openalex.org/C68416499","wikidata":"https://www.wikidata.org/wiki/Q7001033","display_name":"Network formation","level":2,"score":0.4558197259902954},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43415600061416626},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.4263582229614258},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.41314947605133057},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3683575391769409},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24159562587738037},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1586819589138031},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0970773994922638},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09108507633209229},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0882926881313324},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/systems11020082","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems11020082","pdf_url":"https://www.mdpi.com/2079-8954/11/2/82/pdf?version=1677048079","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a171be52168241d5ad36f79178be096c","is_oa":true,"landing_page_url":"https://doaj.org/article/a171be52168241d5ad36f79178be096c","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":"Systems, Vol 11, Iss 2, p 82 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2079-8954/11/2/82/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/systems11020082","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":"Systems","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/systems11020082","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems11020082","pdf_url":"https://www.mdpi.com/2079-8954/11/2/82/pdf?version=1677048079","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G596102517","display_name":null,"funder_award_id":"72274147","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6808795727","display_name":null,"funder_award_id":"22AZD137","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319297085.pdf"},"referenced_works_count":87,"referenced_works":["https://openalex.org/W1485653398","https://openalex.org/W1985718595","https://openalex.org/W1992778916","https://openalex.org/W1993099985","https://openalex.org/W2018023929","https://openalex.org/W2040176272","https://openalex.org/W2076065932","https://openalex.org/W2079113247","https://openalex.org/W2104977387","https://openalex.org/W2136968651","https://openalex.org/W2190785531","https://openalex.org/W2237171732","https://openalex.org/W2273933399","https://openalex.org/W2426597795","https://openalex.org/W2526403899","https://openalex.org/W2765318005","https://openalex.org/W2768359102","https://openalex.org/W2769182956","https://openalex.org/W2769330855","https://openalex.org/W2771374929","https://openalex.org/W2771915725","https://openalex.org/W2804082570","https://openalex.org/W2808816690","https://openalex.org/W2899717480","https://openalex.org/W2902032157","https://openalex.org/W2909100538","https://openalex.org/W2911533732","https://openalex.org/W2921369922","https://openalex.org/W2941009262","https://openalex.org/W2950008572","https://openalex.org/W2963913883","https://openalex.org/W2964232802","https://openalex.org/W2966436765","https://openalex.org/W2979200253","https://openalex.org/W2992566934","https://openalex.org/W3005111528","https://openalex.org/W3006211770","https://openalex.org/W3023823587","https://openalex.org/W3033528740","https://openalex.org/W3034180165","https://openalex.org/W3036409465","https://openalex.org/W3038378763","https://openalex.org/W3042481407","https://openalex.org/W3043018440","https://openalex.org/W3044032010","https://openalex.org/W3045284056","https://openalex.org/W3089496276","https://openalex.org/W3093268518","https://openalex.org/W3094351162","https://openalex.org/W3098173200","https://openalex.org/W3100016909","https://openalex.org/W3101110947","https://openalex.org/W3105733733","https://openalex.org/W3111074376","https://openalex.org/W3111939549","https://openalex.org/W3116355192","https://openalex.org/W3124180251","https://openalex.org/W3124680412","https://openalex.org/W3135765453","https://openalex.org/W3138527318","https://openalex.org/W3144905514","https://openalex.org/W3158035687","https://openalex.org/W3165087308","https://openalex.org/W3165722084","https://openalex.org/W3167820860","https://openalex.org/W3182770235","https://openalex.org/W3186603093","https://openalex.org/W3204485549","https://openalex.org/W3206826520","https://openalex.org/W3207782190","https://openalex.org/W3208266086","https://openalex.org/W4200028850","https://openalex.org/W4210857007","https://openalex.org/W4220822087","https://openalex.org/W4220934124","https://openalex.org/W4225313214","https://openalex.org/W4226270244","https://openalex.org/W4226379353","https://openalex.org/W4235378114","https://openalex.org/W4281775798","https://openalex.org/W4285404179","https://openalex.org/W4296062079","https://openalex.org/W6628830228","https://openalex.org/W6752600465","https://openalex.org/W6777563838","https://openalex.org/W6780631547","https://openalex.org/W6785681742"],"related_works":["https://openalex.org/W2152091234","https://openalex.org/W2389148896","https://openalex.org/W308557684","https://openalex.org/W2372258656","https://openalex.org/W2082867051","https://openalex.org/W2480010397","https://openalex.org/W2950946391","https://openalex.org/W4389115607","https://openalex.org/W2514979389","https://openalex.org/W2393276407"],"abstract_inverted_index":{"With":[0],"the":[1,9,64,73,77,84,111,137,140,146,161,175,204,208,219,226,231,239,247],"cyclical":[2,147,209],"development":[3],"of":[4,12,25,67,76,80,87,117,139,150,164,178,207,211,242,249],"emerging":[5,81,93,118,165,179,212],"technologies,":[6],"in":[7,108,153],"reality,":[8],"evolution":[10,85,106,134,148,187,210,224,245],"dynamics":[11,86,149,229,233],"their":[13],"innovation":[14,89,96,214,222,243],"networks":[15,43],"will":[16],"inevitably":[17],"show":[18,159],"obvious":[19],"time":[20,53,74,235],"attributes.":[21],"Numerous":[22],"network":[23,58,68,97,101,133,152,186,223,244],"analyses":[24],"real":[26,42],"complex":[27],"systems":[28],"usually":[29],"focus":[30],"on":[31,121,174,190,221],"static":[32,57],"networks;":[33],"however,":[34],"it":[35],"is":[36],"difficult":[37],"to":[38,131,202,230],"describe":[39,203],"that":[40,160,184],"most":[41],"undergo":[44],"topological":[45,155,228],"evolutions":[46],"over":[47],"time.":[48],"Temporal":[49],"networks,":[50],"which":[51,216],"incorporate":[52],"attributes":[54,116,172,177,236],"into":[55,83],"traditional":[56],"models,":[59],"can":[60,217],"more":[61,199],"accurately":[62],"depict":[63],"temporal":[65,95,100,250],"features":[66],"evolution.":[69,251],"Here,":[70],"we":[71,124,196],"introduced":[72],"attribute":[75],"life":[78,112,162],"cycle":[79,113,163],"technology":[82,94,127,213],"its":[88,105],"network,":[90,215],"constructed":[91],"an":[92,129],"from":[98,225,246],"a":[99,198],"perspective,":[102],"and":[103,114,144,237],"established":[104],"model":[107,142],"combination":[109],"with":[110],"key":[115,176],"technology.":[119],"Based":[120],"this":[122,151,194],"model,":[123],"took":[125],"5G":[126],"as":[128,167,169],"example":[130],"conduct":[132],"simulation,":[135],"verified":[136],"rationality":[138],"above":[141],"building,":[143],"analyzed":[145],"various":[154],"structures.":[156],"The":[157],"results":[158],"technology,":[166,180],"well":[168],"multiple":[170],"knowledge":[171],"based":[173],"are":[181],"important":[182],"factors":[183],"affect":[185],"by":[188],"acting":[189],"node":[191],"behaviors.":[192],"Within":[193],"study,":[195],"provide":[197],"realistic":[200],"framework":[201],"internal":[205],"mechanism":[206],"extend":[218],"research":[220,240],"single":[227],"topological\u2013temporal":[232],"containing":[234],"enrich":[238],"dimensions":[241],"perspective":[248]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
