{"id":"https://openalex.org/W4410926529","doi":"https://doi.org/10.1007/s11227-025-07341-4","title":"Multi-purpose technology commercialization recommender system with large-scale Korean language model","display_name":"Multi-purpose technology commercialization recommender system with large-scale Korean language model","publication_year":2025,"publication_date":"2025-06-01","ids":{"openalex":"https://openalex.org/W4410926529","doi":"https://doi.org/10.1007/s11227-025-07341-4"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-025-07341-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07341-4","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","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/A5104025186","display_name":"Kwantae Noh","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kangjun Noh","raw_affiliation_strings":["Department of Statistics and Data Science, Yonsei University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Data Science, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038500642","display_name":"Hyeji Hwang","orcid":null},"institutions":[{"id":"https://openalex.org/I897156735","display_name":"Bank of Korea","ror":"https://ror.org/03s7h1x17","country_code":"KR","type":"other","lineage":["https://openalex.org/I897156735"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeji Hwang","raw_affiliation_strings":["Woori Bank, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Woori Bank, Seoul, South Korea","institution_ids":["https://openalex.org/I897156735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102079663","display_name":"Yongtaek Lim","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yongtaek Lim","raw_affiliation_strings":["DATUMO, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"DATUMO, Seoul, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055143878","display_name":"Changdae Oh","orcid":"https://orcid.org/0000-0002-9247-8030"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Changdae Oh","raw_affiliation_strings":["Department of Computer Sciences, University of Wisconsin\u2014Madison, Madison, WI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, University of Wisconsin\u2014Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100730147","display_name":"Seungyeon Kim","orcid":"https://orcid.org/0000-0001-6708-5684"},"institutions":[{"id":"https://openalex.org/I4210134443","display_name":"Daejeon Institute of Science and Technology","ror":"https://ror.org/032qr1v70","country_code":"KR","type":"education","lineage":["https://openalex.org/I4210134443"]},{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seungyeon Kim","raw_affiliation_strings":["Hana Institute of Technology, Seoul, South Korea","Technology Commercialization Research Center, Korea Institute of Science and Technology Information, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Hana Institute of Technology, Seoul, South Korea","institution_ids":[]},{"raw_affiliation_string":"Technology Commercialization Research Center, Korea Institute of Science and Technology Information, Daejeon, South Korea","institution_ids":["https://openalex.org/I878022262","https://openalex.org/I4210134443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040683840","display_name":"Eunkyeong Lee","orcid":"https://orcid.org/0000-0002-2106-2169"},"institutions":[{"id":"https://openalex.org/I4210110542","display_name":"Korean Society of Design Science","ror":"https://ror.org/01rw44x65","country_code":"KR","type":"other","lineage":["https://openalex.org/I4210110542"]},{"id":"https://openalex.org/I4210149944","display_name":"Korea Telecom (South Korea)","ror":null,"country_code":"KR","type":null,"lineage":["https://openalex.org/I4210149944"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eunkyeong Lee","raw_affiliation_strings":["KT, Seongnam-si, South Korea"],"affiliations":[{"raw_affiliation_string":"KT, Seongnam-si, South Korea","institution_ids":["https://openalex.org/I4210149944","https://openalex.org/I4210110542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100549021","display_name":"Yunjeong Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]},{"id":"https://openalex.org/I4210134443","display_name":"Daejeon Institute of Science and Technology","ror":"https://ror.org/032qr1v70","country_code":"KR","type":"education","lineage":["https://openalex.org/I4210134443"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yunjeong Choi","raw_affiliation_strings":["Technology Commercialization Research Center, Korea Institute of Science and Technology Information, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Technology Commercialization Research Center, Korea Institute of Science and Technology Information, Daejeon, South Korea","institution_ids":["https://openalex.org/I878022262","https://openalex.org/I4210134443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100368292","display_name":"Sung-Jin Kim","orcid":"https://orcid.org/0000-0002-9372-2568"},"institutions":[{"id":"https://openalex.org/I4210134443","display_name":"Daejeon Institute of Science and Technology","ror":"https://ror.org/032qr1v70","country_code":"KR","type":"education","lineage":["https://openalex.org/I4210134443"]},{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungjin Kim","raw_affiliation_strings":["Hana Institute of Technology, Seoul, South Korea","Technology Commercialization Research Center, Korea Institute of Science and Technology Information, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Hana Institute of Technology, Seoul, South Korea","institution_ids":[]},{"raw_affiliation_string":"Technology Commercialization Research Center, Korea Institute of Science and Technology Information, Daejeon, South Korea","institution_ids":["https://openalex.org/I878022262","https://openalex.org/I4210134443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029968461","display_name":"Hosik Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I124633538","display_name":"University of Seoul","ror":"https://ror.org/05en5nh73","country_code":"KR","type":"education","lineage":["https://openalex.org/I124633538"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hosik Choi","raw_affiliation_strings":["Department of Urban Big Data Convergence, University of Seoul, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Urban Big Data Convergence, University of Seoul, Seoul, South Korea","institution_ids":["https://openalex.org/I124633538"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025711483","display_name":"Kyungwoo Song","orcid":"https://orcid.org/0000-0003-0082-4280"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyungwoo Song","raw_affiliation_strings":["Department of Statistics and Data Science, Yonsei University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Data Science, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5029968461"],"corresponding_institution_ids":["https://openalex.org/I124633538"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17239535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"81","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14484","display_name":"Technology and Data Analysis","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14484","display_name":"Technology and Data Analysis","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.9577999711036682,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13751","display_name":"Diverse Approaches in Healthcare and Education Studies","score":0.9556999802589417,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9245949983596802},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7815716862678528},{"id":"https://openalex.org/keywords/commercialization","display_name":"Commercialization","score":0.7494571805000305},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5997717976570129},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39324280619621277},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3486039936542511},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3469904363155365}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9245949983596802},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7815716862678528},{"id":"https://openalex.org/C2780625559","wikidata":"https://www.wikidata.org/wiki/Q5152592","display_name":"Commercialization","level":2,"score":0.7494571805000305},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5997717976570129},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39324280619621277},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3486039936542511},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3469904363155365},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-025-07341-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07341-4","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2008056655","https://openalex.org/W2064675550","https://openalex.org/W2107214735","https://openalex.org/W2605950248","https://openalex.org/W2911489562","https://openalex.org/W2963351448","https://openalex.org/W2970771982","https://openalex.org/W3035390927","https://openalex.org/W3044423116","https://openalex.org/W3110435694","https://openalex.org/W3137407102","https://openalex.org/W3160137267","https://openalex.org/W3196974791","https://openalex.org/W4207024873","https://openalex.org/W4323338749","https://openalex.org/W4400531852","https://openalex.org/W6600466347","https://openalex.org/W6601211009","https://openalex.org/W6604896550","https://openalex.org/W6606751698"],"related_works":["https://openalex.org/W4386136016","https://openalex.org/W4207047620","https://openalex.org/W2590904087","https://openalex.org/W2064673031","https://openalex.org/W2221356301","https://openalex.org/W4391185405","https://openalex.org/W4234093800","https://openalex.org/W3187081175","https://openalex.org/W2976192453","https://openalex.org/W4248078591"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}