{"id":"https://openalex.org/W4380048222","doi":"https://doi.org/10.1177/01655515231171090","title":"Analysis and prediction of the formation of new technical phrases for inventive ideation","display_name":"Analysis and prediction of the formation of new technical phrases for inventive ideation","publication_year":2023,"publication_date":"2023-06-08","ids":{"openalex":"https://openalex.org/W4380048222","doi":"https://doi.org/10.1177/01655515231171090"},"language":"en","primary_location":{"id":"doi:10.1177/01655515231171090","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01655515231171090","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081072244","display_name":"Haiying Ren","orcid":"https://orcid.org/0000-0002-1197-6709"},"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":"Haiying Ren","raw_affiliation_strings":["School of Economics and Management, Beijing University of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Luyao Zhang","orcid":"https://orcid.org/0000-0003-1603-9244"},"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":"Luyao Zhang","raw_affiliation_strings":["School of Economics and Management, Beijing University of Technology, China"],"raw_orcid":"https://orcid.org/0000-0003-1603-9244","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100406976","display_name":"Chao Wang","orcid":"https://orcid.org/0000-0002-3639-4350"},"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":"Chao Wang","raw_affiliation_strings":["School of Economics and Management, Beijing University of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06239838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"51","issue":"6","first_page":"1328","last_page":"1346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9207000136375427,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9207000136375427,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7153047323226929},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.520668625831604},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5188202261924744},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.504888117313385},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4874451458454132},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.46966445446014404},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4320044219493866},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4300302267074585},{"id":"https://openalex.org/keywords/ideation","display_name":"Ideation","score":0.4290756285190582}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7153047323226929},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.520668625831604},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5188202261924744},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.504888117313385},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4874451458454132},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.46966445446014404},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4320044219493866},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4300302267074585},{"id":"https://openalex.org/C170477896","wikidata":"https://www.wikidata.org/wiki/Q17039022","display_name":"Ideation","level":2,"score":0.4290756285190582},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/01655515231171090","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01655515231171090","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6800000071525574,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G4655590906","display_name":null,"funder_award_id":"9192003","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"}],"funders":[{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W266848492","https://openalex.org/W1492877851","https://openalex.org/W1506705075","https://openalex.org/W1877361684","https://openalex.org/W1968129200","https://openalex.org/W2006624771","https://openalex.org/W2013529191","https://openalex.org/W2013821356","https://openalex.org/W2040425686","https://openalex.org/W2044070623","https://openalex.org/W2066752129","https://openalex.org/W2100080715","https://openalex.org/W2100390860","https://openalex.org/W2107434887","https://openalex.org/W2121133054","https://openalex.org/W2140914034","https://openalex.org/W2144343387","https://openalex.org/W2155180196","https://openalex.org/W2157082398","https://openalex.org/W2158018156","https://openalex.org/W2263509601","https://openalex.org/W2278180027","https://openalex.org/W2592329663","https://openalex.org/W2741609678","https://openalex.org/W2767292702","https://openalex.org/W2903504742","https://openalex.org/W2975945642","https://openalex.org/W2979392537","https://openalex.org/W2993107135","https://openalex.org/W3014652412","https://openalex.org/W3021303243","https://openalex.org/W3095837292","https://openalex.org/W3097995379","https://openalex.org/W3099430853","https://openalex.org/W3124074313","https://openalex.org/W3125503049","https://openalex.org/W3139295855","https://openalex.org/W3168484076","https://openalex.org/W3186177296","https://openalex.org/W3189222497","https://openalex.org/W3196804213","https://openalex.org/W4232608142","https://openalex.org/W4232932184"],"related_works":["https://openalex.org/W2386723501","https://openalex.org/W2387879414","https://openalex.org/W2390304029","https://openalex.org/W2354923724","https://openalex.org/W2146830340","https://openalex.org/W4288601434","https://openalex.org/W2377101853","https://openalex.org/W2362180844","https://openalex.org/W2378405797","https://openalex.org/W2913869602"],"abstract_inverted_index":{"Despite":[0],"the":[1,7,29,68,75,85,113,136,152,170,177,182,186,193,203],"fast":[2],"pace":[3],"of":[4,9,28,43,70,89,115,179,190],"technological":[5],"development,":[6],"process":[8,205],"inventive":[10,45],"ideation":[11,56,204],"remains":[12],"fuzzy.":[13],"Meanwhile,":[14],"improving":[15,55],"innovation":[16,207],"efficiency":[17],"has":[18],"become":[19],"critical":[20],"for":[21,127,134,155,216],"research":[22],"and":[23,47,54,66,79,102,132,158,181,209],"development":[24],"(R&amp;D)":[25],"teams":[26,212],"because":[27],"fierce":[30],"competition.":[31],"This":[32],"study":[33,148,166],"claimed":[34],"that":[35,92,168],"new":[36,218],"technical":[37,219],"phrases":[38],"(NTPs)":[39],"were":[40,97,106,125,143],"important":[41],"carriers":[42],"novel":[44],"ideas,":[46],"their":[48],"formation":[49,69,96,178],"was":[50,149],"key":[51],"to":[52,64,111],"understanding":[53],"processes.":[57],"Therefore,":[58],"this":[59],"article":[60],"proposed":[61,153,197],"a":[62,90,103,146],"methodology":[63,154,198],"analyse":[65],"predict":[67],"NTPs.":[71,119],"First,":[72],"based":[73],"on":[74,108,118,176,192,202],"recombinant":[76],"search":[77],"theory":[78,208],"link":[80],"prediction,":[81],"four":[82,171],"variables":[83,117,172],"in":[84,139,160,206],"prior":[86],"co-word":[87],"network":[88,162],"phrase":[91],"may":[93],"influence":[94],"its":[95,156],"collected.":[98],"Thereafter,":[99],"logistic":[100],"regression":[101],"classification":[104],"tree":[105],"employed":[107],"patent":[109],"data":[110],"explore":[112],"effects":[114],"these":[116],"Moreover,":[120],"various":[121],"machine":[122],"learning":[123],"methods":[124],"used":[126],"developing":[128],"NTP":[129],"prediction":[130,137,183,188],"models,":[131],"procedures":[133],"applying":[135],"models":[138,184],"real-world":[140],"R&amp;D":[141,211],"settings":[142],"designed.":[144],"Finally,":[145],"case":[147,165],"conducted":[150],"using":[151],"demonstration":[157],"validation":[159],"neural":[161],"technology.":[163],"The":[164,196],"revealed":[167],"all":[169],"posed":[173],"significant":[174],"impact":[175],"NTPs,":[180],"yielded":[185],"highest":[187],"accuracy":[189],"78.6%":[191],"test":[194],"set.":[195],"would":[199],"shed":[200],"light":[201],"provide":[210],"with":[213],"practical":[214],"tools":[215],"generating":[217],"ideas.":[220]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
