{"id":"https://openalex.org/W4412912776","doi":"https://doi.org/10.1140/epjds/s13688-025-00566-6","title":"Quantifying interdisciplinary synergy in higher STEM education","display_name":"Quantifying interdisciplinary synergy in higher STEM education","publication_year":2025,"publication_date":"2025-07-25","ids":{"openalex":"https://openalex.org/W4412912776","doi":"https://doi.org/10.1140/epjds/s13688-025-00566-6"},"language":"en","primary_location":{"id":"doi:10.1140/epjds/s13688-025-00566-6","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-025-00566-6","pdf_url":"https://link.springer.com/content/pdf/10.1140/epjds/s13688-025-00566-6.pdf","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1140/epjds/s13688-025-00566-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119191007","display_name":"Gahyoun Gim","orcid":null},"institutions":[{"id":"https://openalex.org/I189442560","display_name":"Gyeongsang National University","ror":"https://ror.org/00saywf64","country_code":"KR","type":"education","lineage":["https://openalex.org/I189442560"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gahyoun Gim","raw_affiliation_strings":["Department of Physics, Gyeongsang National University, Jinju, 52828, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Physics, Gyeongsang National University, Jinju, 52828, Korea","institution_ids":["https://openalex.org/I189442560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102922371","display_name":"Jinhyuk Yun","orcid":"https://orcid.org/0000-0002-0218-1699"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jinhyuk Yun","raw_affiliation_strings":["School of AI Convergence, Soongsil University, Seoul, 06978, Korea"],"affiliations":[{"raw_affiliation_string":"School of AI Convergence, Soongsil University, Seoul, 06978, Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100349166","display_name":"Sang Hoon Lee","orcid":"https://orcid.org/0000-0003-3079-5679"},"institutions":[{"id":"https://openalex.org/I189442560","display_name":"Gyeongsang National University","ror":"https://ror.org/00saywf64","country_code":"KR","type":"education","lineage":["https://openalex.org/I189442560"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sang Hoon Lee","raw_affiliation_strings":["Department of Physics, Gyeongsang National University, Jinju, 52828, Korea","Future Convergence Technology Research Institute, Gyeongsang National University, Jinju, 52849, Korea","Research Institute of Natural Science, Gyeongsang National University, Jinju, 52828, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Physics, Gyeongsang National University, Jinju, 52828, Korea","institution_ids":["https://openalex.org/I189442560"]},{"raw_affiliation_string":"Future Convergence Technology Research Institute, Gyeongsang National University, Jinju, 52849, Korea","institution_ids":["https://openalex.org/I189442560"]},{"raw_affiliation_string":"Research Institute of Natural Science, Gyeongsang National University, Jinju, 52828, Korea","institution_ids":["https://openalex.org/I189442560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100349166","https://openalex.org/A5102922371"],"corresponding_institution_ids":["https://openalex.org/I141371507","https://openalex.org/I189442560"],"apc_list":{"value":1190,"currency":"GBP","value_usd":1459},"apc_paid":{"value":1190,"currency":"GBP","value_usd":1459},"fwci":15.753,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.98583428,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"14","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12766","display_name":"Interdisciplinary Research and Collaboration","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12766","display_name":"Interdisciplinary Research and Collaboration","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T13276","display_name":"University-Industry-Government Innovation Models","score":0.9890000224113464,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.983299970626831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38193318247795105},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.3739780783653259},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2108992636203766}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38193318247795105},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3739780783653259},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2108992636203766}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1140/epjds/s13688-025-00566-6","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-025-00566-6","pdf_url":"https://link.springer.com/content/pdf/10.1140/epjds/s13688-025-00566-6.pdf","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2502.17841","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2502.17841","pdf_url":"https://arxiv.org/pdf/2502.17841","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:96d3dce162e6432a97943ac8e94c76b2","is_oa":true,"landing_page_url":"https://doaj.org/article/96d3dce162e6432a97943ac8e94c76b2","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":"EPJ Data Science, Vol 14, Iss 1, Pp 1-19 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1140/epjds/s13688-025-00566-6","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-025-00566-6","pdf_url":"https://link.springer.com/content/pdf/10.1140/epjds/s13688-025-00566-6.pdf","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1210917970","display_name":null,"funder_award_id":"RS-2021-NR061247","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G4263643167","display_name":null,"funder_award_id":"RS-2022-NR069864","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412912776.pdf","grobid_xml":"https://content.openalex.org/works/W4412912776.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1662467718","https://openalex.org/W1906820873","https://openalex.org/W1992107140","https://openalex.org/W1998541882","https://openalex.org/W2095293504","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2149055390","https://openalex.org/W2163354434","https://openalex.org/W2316548658","https://openalex.org/W2478708596","https://openalex.org/W2766657153","https://openalex.org/W2902937860","https://openalex.org/W3035086707","https://openalex.org/W3080887330","https://openalex.org/W3099768174","https://openalex.org/W3099821295","https://openalex.org/W3102641634","https://openalex.org/W3124443731","https://openalex.org/W3138603121","https://openalex.org/W3152800444","https://openalex.org/W4235019172","https://openalex.org/W4239478455","https://openalex.org/W4252541056","https://openalex.org/W4318570408","https://openalex.org/W4368339297","https://openalex.org/W4385879050","https://openalex.org/W4398765040","https://openalex.org/W4399900814","https://openalex.org/W4408802928"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"We":[0,19,46,64],"propose":[1],"a":[2,32],"framework":[3],"to":[4,129],"quantify":[5],"and":[6,11,37,48,51,59,71],"utilize":[7],"interdisciplinarity":[8,79,90],"in":[9,29,100],"science":[10,122],"engineering":[12,101,107],"curricula":[13,54,67,73],"at":[14,126],"the":[15,82,105,110],"university-level":[16],"higher":[17,89],"education.":[18,45],"analyze":[20],"interdisciplinary":[21],"relations":[22],"by":[23,55,81],"standardizing":[24],"large-scale":[25],"official":[26],"educational":[27],"data":[28],"Korea":[30],"using":[31],"cutting-edge":[33],"large":[34],"language":[35],"model":[36],"constructing":[38],"knowledge":[39],"maps":[40],"for":[41,68,91,116],"disciplines":[42,70],"of":[43,113],"scientific":[44],"design":[47,115],"evaluate":[49],"single-field":[50],"integrated":[52,72],"dual-field":[53],"adapting":[56],"pedagogical":[57],"theory":[58],"utilizing":[60],"information":[61],"theory-based":[62],"metrics.":[63],"develop":[65],"standard":[66],"individual":[69],"combining":[74],"two":[75],"fields,":[76,98],"with":[77],"their":[78],"quantified":[80],"curriculum":[83,117],"synergy":[84],"score.":[85],"The":[86],"results":[87],"indicate":[88],"combinations":[92],"within":[93],"or":[94],"across":[95],"closely":[96],"related":[97],"especially":[99],"fields.":[102],"Based":[103],"on":[104],"analysis,":[106],"fields":[108,123],"constitute":[109],"core":[111],"structure":[112],"our":[114],"interdisciplinarity,":[118],"while":[119],"basic":[120],"natural":[121],"are":[124],"located":[125],"peripheral":[127],"stems":[128],"provide":[130],"fundamental":[131],"concepts.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}