{"id":"https://openalex.org/W4412889246","doi":"https://doi.org/10.18653/v1/2025.bea-1.76","title":"LLM-Assisted, Iterative Curriculum Writing: A Human-Centered AI Approach in Finnish Higher Education","display_name":"LLM-Assisted, Iterative Curriculum Writing: A Human-Centered AI Approach in Finnish Higher Education","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412889246","doi":"https://doi.org/10.18653/v1/2025.bea-1.76"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.bea-1.76","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.bea-1.76","pdf_url":"https://aclanthology.org/2025.bea-1.76.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2025)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.bea-1.76.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094018540","display_name":"Leo Huovinen","orcid":null},"institutions":[{"id":"https://openalex.org/I121486552","display_name":"Helsinki Metropolia University of Applied Sciences","ror":"https://ror.org/03hdaef25","country_code":"FI","type":"education","lineage":["https://openalex.org/I121486552"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Leo Huovinen","raw_affiliation_strings":["Metropolia University of Applied Sciences Helsinki , Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metropolia University of Applied Sciences Helsinki , Finland","institution_ids":["https://openalex.org/I121486552"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002214613","display_name":"Mika H\u00e4m\u00e4l\u00e4inen","orcid":"https://orcid.org/0000-0001-9315-1278"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mika H\u00e4m\u00e4l\u00e4inen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.2354,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.95987522,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1002","last_page":"1010"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.7307000160217285,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.7307000160217285,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.6803460121154785},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5988616943359375},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4252042770385742},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3579775094985962},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.28493690490722656},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.2819310426712036}],"concepts":[{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.6803460121154785},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5988616943359375},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4252042770385742},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3579775094985962},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28493690490722656},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.2819310426712036}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.bea-1.76","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.bea-1.76","pdf_url":"https://aclanthology.org/2025.bea-1.76.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2025)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.bea-1.76","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.bea-1.76","pdf_url":"https://aclanthology.org/2025.bea-1.76.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2025)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8799999952316284,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412889246.pdf","grobid_xml":"https://content.openalex.org/works/W4412889246.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"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":{"This":[0],"paper":[1],"presents":[2],"a":[3,23,66,87],"Large":[4],"Language":[5],"Model":[6],"(LLM)-based":[7],"system":[8,40],"designed":[9],"to":[10,123],"support":[11,124],"curriculum":[12,98],"development,":[13],"iteratively":[14],"refined":[15],"through":[16],"extensive":[17],"user":[18,95,114],"testing":[19,96],"and":[20,49,60,82,94,100,113,121],"deployed":[21],"within":[22],"major":[24],"Finnish":[25],"higher":[26],"education":[27],"institution":[28],"over":[29],"the":[30,78,117],"past":[31],"two":[32],"years.Distinct":[33],"from":[34],"typical":[35],"content":[36],"generation":[37],"tools,":[38],"our":[39],"facilitates":[41],"iterative":[42,83],"human-AI":[43],"collaboration":[44],"by":[45],"providing":[46],"structured":[47],"suggestions":[48],"analyzing":[50],"course":[51],"descriptions":[52],"for":[53],"alignment":[54],"with":[55,97],"institutional":[56],"goals,":[57],"accreditation":[58],"requirements,":[59],"competency":[61],"frameworks.We":[62],"investigate":[63],"how":[64],"such":[65],"tool":[67],"can":[68],"reduce":[69],"educators'":[70],"cognitive":[71],"load":[72],"while":[73],"preserving":[74],"human":[75],"expertise,":[76],"detailing":[77],"system's":[79,118],"technical":[80],"architecture":[81],"development":[84],"grounded":[85],"in":[86],"human-centered":[88],"design":[89],"approach.This":[90],"involved":[91],"prototyping,":[92],"workshops,":[93],"coordinators":[99],"faculty":[101],"across":[102],"diverse":[103],"departments.We":[104],"present":[105],"detailed":[106],"findings,":[107],"including":[108],"quantitative":[109],"metrics,":[110],"qualitative":[111],"feedback,":[112],"quotes,":[115],"demonstrating":[116],"evolving":[119],"reception":[120],"potential":[122],"complex":[125],"educational":[126],"planning":[127],"tasks.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}