{"id":"https://openalex.org/W4404577306","doi":"https://doi.org/10.1109/icmlca63499.2024.10754020","title":"BPE: Exploring the Prompt Framework of Physics Exercises Generated from Bloom's Taxonomy in LLM","display_name":"BPE: Exploring the Prompt Framework of Physics Exercises Generated from Bloom's Taxonomy in LLM","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4404577306","doi":"https://doi.org/10.1109/icmlca63499.2024.10754020"},"language":"en","primary_location":{"id":"doi:10.1109/icmlca63499.2024.10754020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlca63499.2024.10754020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Machine Learning and Computer Application (ICMLCA)","raw_type":"proceedings-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":null,"display_name":"Haoran Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoran Luo","raw_affiliation_strings":["College of Educational Science and Technology, Zhejiang University of Technology,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Educational Science and Technology, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jidong Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jidong Weng","raw_affiliation_strings":["College of Educational Science and Technology, Zhejiang University of Technology,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Educational Science and Technology, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056749362","display_name":"Xin Lu","orcid":"https://orcid.org/0000-0002-8156-1680"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xunuo Lu","raw_affiliation_strings":["College of Economy, Zhejiang University of Technology,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economy, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101408542","display_name":"Zengyi Yu","orcid":"https://orcid.org/0009-0003-4571-340X"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengyi Yu","raw_affiliation_strings":["College of Educational Science and Technology, Zhejiang University of Technology,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Educational Science and Technology, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4821,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71962402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"26","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13751","display_name":"Diverse Approaches in Healthcare and Education Studies","score":0.7824000120162964,"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"}},"topics":[{"id":"https://openalex.org/T13751","display_name":"Diverse Approaches in Healthcare and Education Studies","score":0.7824000120162964,"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"}},{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.7087000012397766,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/bloom","display_name":"Bloom","score":0.6544117331504822},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.617624819278717},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5536792278289795},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2850855588912964},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.16137507557868958},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12727618217468262},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09143349528312683}],"concepts":[{"id":"https://openalex.org/C155567681","wikidata":"https://www.wikidata.org/wiki/Q2987425","display_name":"Bloom","level":2,"score":0.6544117331504822},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.617624819278717},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5536792278289795},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2850855588912964},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.16137507557868958},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12727618217468262},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09143349528312683}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlca63499.2024.10754020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlca63499.2024.10754020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Machine Learning and Computer Application (ICMLCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2021601071","https://openalex.org/W4311312603","https://openalex.org/W4390872682","https://openalex.org/W4401316105","https://openalex.org/W4403791568","https://openalex.org/W6686957162","https://openalex.org/W6854422757","https://openalex.org/W6855917929","https://openalex.org/W6860698124"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2092607752","https://openalex.org/W2525844104","https://openalex.org/W1758548338","https://openalex.org/W3040729212","https://openalex.org/W138344113","https://openalex.org/W2769490759","https://openalex.org/W2270080605"],"abstract_inverted_index":{"This":[0,91],"study":[1],"explores":[2],"the":[3,12,23,36,64,77,104],"application":[4],"of":[5,14,40,63,108],"large":[6],"language":[7],"models":[8],"(LLMs)":[9],"in":[10],"automating":[11],"generation":[13],"physics":[15],"exercises.":[16],"By":[17],"integrating":[18],"principles":[19],"from":[20],"Bloom's":[21],"Taxonomy,":[22],"research":[24],"develops":[25],"a":[26],"prompt":[27],"framework":[28,46,65],"named":[29],"BPE":[30,45],"(Bloom's":[31],"Physics":[32],"Exercises)":[33],"to":[34,79,88,94],"enhance":[35],"quality":[37],"and":[38,57,71,86,102],"relevance":[39],"automatically":[41],"generated":[42],"questions.":[43],"The":[44],"addresses":[47],"challenges":[48],"such":[49],"as":[50],"controlling":[51],"question":[52],"difficulty,":[53],"assessing":[54],"cognitive":[55],"depth,":[56],"managing":[58],"computational":[59],"aspects.":[60],"Key":[61],"components":[62],"include":[66],"\u2018Action\u2019,":[67],"\u2018Purpose\u2019,":[68],"\u2018Example\u2019,":[69],"\u2018Role\u2019,":[70],"\u2018Excluded":[72],"Content\u2019,":[73],"which":[74],"together":[75],"guide":[76],"LLM":[78],"produce":[80],"exercises":[81],"that":[82],"are":[83,114],"pedagogically":[84],"sound":[85],"tailored":[87],"educational":[89,106],"needs.":[90],"approach":[92],"aims":[93],"reduce":[95],"teacher":[96],"workload,":[97],"diversify":[98],"student":[99],"learning":[100,110],"experiences,":[101],"improve":[103],"overall":[105],"efficacy":[107],"AI-assisted":[109],"environments.":[111],"Our":[112],"contributions":[113],"available":[115],"at":[116],"https://github.com/yuzengyi/BPE.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}