{"id":"https://openalex.org/W4407951302","doi":"https://doi.org/10.1109/fie61694.2024.10893448","title":"Interactive Rubric Generator for Instructor's Assessment Using Prompt Engineering and Large Language Models","display_name":"Interactive Rubric Generator for Instructor's Assessment Using Prompt Engineering and Large Language Models","publication_year":2024,"publication_date":"2024-10-13","ids":{"openalex":"https://openalex.org/W4407951302","doi":"https://doi.org/10.1109/fie61694.2024.10893448"},"language":"en","primary_location":{"id":"doi:10.1109/fie61694.2024.10893448","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10893448","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5005532606","display_name":"Haoze Du","orcid":"https://orcid.org/0009-0006-2837-9421"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haoze Du","raw_affiliation_strings":["North Carolina State University,Raleigh,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University,Raleigh,NC,USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048083664","display_name":"Parvez Rashid","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Parvez Rashid","raw_affiliation_strings":["North Carolina State University,Raleigh,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University,Raleigh,NC,USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033357739","display_name":"Qinjin Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qinjin Jia","raw_affiliation_strings":["North Carolina State University,Raleigh,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University,Raleigh,NC,USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040537321","display_name":"Edward F. Gehringer","orcid":"https://orcid.org/0000-0002-5217-2643"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward Gehringer","raw_affiliation_strings":["North Carolina State University,Raleigh,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University,Raleigh,NC,USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I137902535"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9876999855041504,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9876999855041504,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9796000123023987,"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"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9337000250816345,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/rubric","display_name":"Rubric","score":0.9366698861122131},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7383274435997009},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6307231187820435},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.43708470463752747},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.414506733417511},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.19025960564613342},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09937292337417603}],"concepts":[{"id":"https://openalex.org/C111640148","wikidata":"https://www.wikidata.org/wiki/Q847349","display_name":"Rubric","level":2,"score":0.9366698861122131},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7383274435997009},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6307231187820435},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.43708470463752747},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.414506733417511},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.19025960564613342},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09937292337417603},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie61694.2024.10893448","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10893448","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1880262756","https://openalex.org/W2079802631","https://openalex.org/W2160170318","https://openalex.org/W2940438877","https://openalex.org/W3198449425","https://openalex.org/W4311551646","https://openalex.org/W4366403195","https://openalex.org/W4381956875","https://openalex.org/W4381982883","https://openalex.org/W4382567209","https://openalex.org/W6766636359","https://openalex.org/W6779544525","https://openalex.org/W6789458229","https://openalex.org/W6846940775"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1987813225","https://openalex.org/W4390610055","https://openalex.org/W4379053243","https://openalex.org/W3021020626","https://openalex.org/W2955201676","https://openalex.org/W2153005530","https://openalex.org/W3199392376"],"abstract_inverted_index":{"This":[0],"research":[1,78,345],"paper":[2],"describes":[3],"an":[4],"interactive":[5],"system":[6,26,92,293],"using":[7,120,147,277],"large":[8],"language":[9],"models":[10],"and":[11,31,52,99,139,145,247,267,329],"prompt":[12],"engineering":[13],"to":[14,22,66,102,123,141,177,197,253,257,299,307,347],"generate":[15,67,105,142,258,311],"rubrics.":[16,84,302,321],"Rubrics":[17],"have":[18],"long":[19],"been":[20,80],"employed":[21],"ensure":[23],"a":[24,46,90,151,179,192,228,296],"grading":[25],"that":[27,285,325,343],"is":[28,175,335],"both":[29,143],"equitable":[30],"consistent.":[32],"In":[33,85,128,225],"practice,":[34],"generating":[35,83,273,326],"rubrics":[36,122,289,328],"could":[37],"be":[38],"challenging":[39],"for":[40,42,55,188,313,331],"instructors":[41,104],"many":[43],"reasons":[44],"(e.g.,":[45,135],"tight":[47],"course":[48,111,238],"schedule,":[49],"limited":[50],"resources,":[51],"varying":[53],"materials":[54,162,165],"different":[56,305],"projects":[57],"in":[58,272],"the":[59,64,68,72,117,160,184,199,203,206,214,222,235,237,240,244,248,255,259,274,278,286,291,309,314,319],"same":[60],"course),":[61],"which":[62],"urges":[63],"need":[65],"rubric":[69,106,144,189,211,215,223,275],"automatically.":[70,127],"To":[71],"best":[73],"of":[74,153,181,231,242,282],"our":[75,226],"knowledge,":[76],"little":[77],"has":[79],"performed":[81],"on":[82,94,110,318],"this":[86,129,148],"work,":[87,316],"we":[88,131],"present":[89],"novel":[91],"based":[93,109,317],"Large":[95],"Language":[96],"Models":[97],"(LLMs)":[98],"Prompt":[100],"Engineering":[101],"help":[103],"items":[107,216],"interactively":[108,276,287],"materials,":[112],"as":[113,115,210],"well":[114],"assess":[116],"student's":[118,315],"work":[119],"these":[121],"give":[124],"timely":[125],"feedback":[126,146,312,330],"system,":[130],"applied":[132,176],"several":[133],"LLMs":[134,220,310],"GPT4,":[136],"Llama,":[137],"Falcon,":[138],"Hermes)":[140],"process:":[149],"1)":[150],"set":[152,180,207],"text":[154,186],"chunks":[155,187],"are":[156,208,217],"initially":[157],"generated":[158,218,288,320],"from":[159,167,183,205,221,290],"textual":[161,164],"(these":[163],"may":[166],"various":[168],"sources),":[169],"then":[170],"LDA":[171],"(Latent":[172],"Dirichlet":[173],"Allocation)":[174],"extract":[178],"keywords":[182,204],"preprocessed":[185],"generation;":[190],"2)":[191],"web":[193],"page":[194],"was":[195],"designed":[196],"let":[198,308],"instructor":[200,266],"choose":[201],"if":[202],"adequate":[209],"words;":[212],"3)":[213],"by":[219],"words.":[224],"experiments,":[227],"total":[229],"number":[230],"1017":[232],"documents":[233],"(including":[234,264],"syllabus,":[236],"website,":[239],"requirement":[241],"projects,":[243],"students'":[245],"works,":[246],"instructors'":[249],"feedback)":[250],"were":[251],"used":[252],"build":[254],"corpus":[256],"rubric-related":[260],"keywords.":[261],"Three":[262],"users":[263],"one":[265],"two":[268],"teaching":[269],"assistants)":[270],"participated":[271],"webpage.":[279],"The":[280],"results":[281],"experiments":[283],"show":[284],"LLM-instructor":[292],"can":[294],"achieve":[295],"level":[297],"similar":[298],"manually":[300],"created":[301],"We":[303],"utilized":[304],"prompts":[306],"Our":[322],"study":[323],"shows":[324],"automatic":[327],"student":[332],"project":[333],"reports":[334],"feasible,":[336],"yet":[337],"it":[338],"also":[339],"identifies":[340],"significant":[341],"challenges":[342],"future":[344],"needs":[346],"address.":[348]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
