{"id":"https://openalex.org/W4414613455","doi":"https://doi.org/10.1007/s11192-025-05430-y","title":"Mapping regional knowledge spaces via BERTopic and BERT similarity: the semantic proximity of quantum science in the overall scientific publication landscape","display_name":"Mapping regional knowledge spaces via BERTopic and BERT similarity: the semantic proximity of quantum science in the overall scientific publication landscape","publication_year":2025,"publication_date":"2025-09-29","ids":{"openalex":"https://openalex.org/W4414613455","doi":"https://doi.org/10.1007/s11192-025-05430-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11192-025-05430-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11192-025-05430-y","pdf_url":null,"source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","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/A5058104584","display_name":"Keungoui Kim","orcid":"https://orcid.org/0000-0002-0839-8813"},"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"]},{"id":"https://openalex.org/I316699675","display_name":"Hodges University","ror":"https://ror.org/00s8h5d08","country_code":"US","type":"education","lineage":["https://openalex.org/I316699675"]}],"countries":["KR","US"],"is_corresponding":true,"raw_author_name":"Keungoui Kim","raw_affiliation_strings":["Humanities, Arts, and Social Sciences Division, Underwood International College, Yonsei University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-0839-8813","affiliations":[{"raw_affiliation_string":"Humanities, Arts, and Social Sciences Division, Underwood International College, Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I316699675","https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015841321","display_name":"Dieter F. Kogler","orcid":"https://orcid.org/0000-0002-6744-5632"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Dieter F. Kogler","raw_affiliation_strings":["Spatial Dynamics Lab, School of Architecture, Planning & Environmental Policy & Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spatial Dynamics Lab, School of Architecture, Planning & Environmental Policy & Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046103245","display_name":"Jisoo Hur","orcid":"https://orcid.org/0009-0004-1031-8036"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jisoo Hur","raw_affiliation_strings":["TUM School of Management, Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0004-1031-8036","affiliations":[{"raw_affiliation_string":"TUM School of Management, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058104584"],"corresponding_institution_ids":["https://openalex.org/I193775966","https://openalex.org/I316699675"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":2.81,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92986618,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"130","issue":"10","first_page":"5793","last_page":"5820"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14143","display_name":"Economic and Technological Innovation","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14143","display_name":"Economic and Technological Innovation","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13276","display_name":"University-Industry-Government Innovation Models","score":0.9747999906539917,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9562000036239624,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5672000050544739},{"id":"https://openalex.org/keywords/diversification","display_name":"Diversification (marketing strategy)","score":0.5095000267028809},{"id":"https://openalex.org/keywords/sociology-of-scientific-knowledge","display_name":"Sociology of scientific knowledge","score":0.5034000277519226},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.44200000166893005},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.37959998846054077},{"id":"https://openalex.org/keywords/semantic-network","display_name":"Semantic network","score":0.35040000081062317},{"id":"https://openalex.org/keywords/localism","display_name":"Localism","score":0.3483999967575073},{"id":"https://openalex.org/keywords/scientific-discovery","display_name":"Scientific discovery","score":0.328900009393692}],"concepts":[{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5672000050544739},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5638999938964844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5598000288009644},{"id":"https://openalex.org/C180916674","wikidata":"https://www.wikidata.org/wiki/Q3711935","display_name":"Diversification (marketing strategy)","level":2,"score":0.5095000267028809},{"id":"https://openalex.org/C195732255","wikidata":"https://www.wikidata.org/wiki/Q981008","display_name":"Sociology of scientific knowledge","level":2,"score":0.5034000277519226},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.44200000166893005},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3865000009536743},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.37959998846054077},{"id":"https://openalex.org/C85407183","wikidata":"https://www.wikidata.org/wiki/Q1045785","display_name":"Semantic network","level":2,"score":0.35040000081062317},{"id":"https://openalex.org/C532482828","wikidata":"https://www.wikidata.org/wiki/Q1149297","display_name":"Localism","level":3,"score":0.3483999967575073},{"id":"https://openalex.org/C2984917352","wikidata":"https://www.wikidata.org/wiki/Q12772819","display_name":"Scientific discovery","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.3154999911785126},{"id":"https://openalex.org/C525823164","wikidata":"https://www.wikidata.org/wiki/Q472342","display_name":"Scientometrics","level":2,"score":0.3073999881744385},{"id":"https://openalex.org/C56289545","wikidata":"https://www.wikidata.org/wiki/Q6423376","display_name":"Knowledge integration","level":3,"score":0.30300000309944153},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.30000001192092896},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.2946000099182129},{"id":"https://openalex.org/C79876807","wikidata":"https://www.wikidata.org/wiki/Q3030660","display_name":"Geographical distance","level":3,"score":0.2802000045776367},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.2759999930858612},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C6881194","wikidata":"https://www.wikidata.org/wiki/Q7449091","display_name":"Semantic technology","level":4,"score":0.2612000107765198},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2522999942302704},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11192-025-05430-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11192-025-05430-y","pdf_url":null,"source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4970827949","display_name":null,"funder_award_id":"2025-22-0125","funder_id":"https://openalex.org/F4320321314","funder_display_name":"Yonsei University"}],"funders":[{"id":"https://openalex.org/F4320321314","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W96398421","https://openalex.org/W1431340151","https://openalex.org/W1527916553","https://openalex.org/W1535039427","https://openalex.org/W1565245510","https://openalex.org/W1587867038","https://openalex.org/W1767272795","https://openalex.org/W1906944042","https://openalex.org/W1969774493","https://openalex.org/W1973392110","https://openalex.org/W1980228575","https://openalex.org/W1985380286","https://openalex.org/W1986381503","https://openalex.org/W1988244499","https://openalex.org/W1989815619","https://openalex.org/W2033255114","https://openalex.org/W2089402107","https://openalex.org/W2091506017","https://openalex.org/W2092547198","https://openalex.org/W2093146606","https://openalex.org/W2096611253","https://openalex.org/W2096775067","https://openalex.org/W2097763228","https://openalex.org/W2104111371","https://openalex.org/W2112818291","https://openalex.org/W2116681438","https://openalex.org/W2117617470","https://openalex.org/W2127674923","https://openalex.org/W2129208071","https://openalex.org/W2144167988","https://openalex.org/W2153648813","https://openalex.org/W2153671386","https://openalex.org/W2154412751","https://openalex.org/W2162482203","https://openalex.org/W2165429918","https://openalex.org/W2168351676","https://openalex.org/W2258432531","https://openalex.org/W2284789567","https://openalex.org/W2883175180","https://openalex.org/W2901355640","https://openalex.org/W2922728480","https://openalex.org/W2963205002","https://openalex.org/W2963341956","https://openalex.org/W2990990553","https://openalex.org/W3035450340","https://openalex.org/W3121537542","https://openalex.org/W3124829139","https://openalex.org/W3180444136","https://openalex.org/W4206419669","https://openalex.org/W4220683479","https://openalex.org/W4220814716","https://openalex.org/W4221142221","https://openalex.org/W4225270319","https://openalex.org/W4233941003","https://openalex.org/W4245100743","https://openalex.org/W4386803603","https://openalex.org/W4387079637","https://openalex.org/W4388152441","https://openalex.org/W4389684614","https://openalex.org/W4391554416","https://openalex.org/W4396802934","https://openalex.org/W4399386054","https://openalex.org/W4399808713"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-25T14:43:58.451035","created_date":"2025-10-10T00:00:00"}
