{"id":"https://openalex.org/W4405783412","doi":"https://doi.org/10.1145/3641554.3701940","title":"LLM-Driven Feedback for Enhancing Conceptual Design Learning in Database Systems Courses","display_name":"LLM-Driven Feedback for Enhancing Conceptual Design Learning in Database Systems Courses","publication_year":2025,"publication_date":"2025-02-12","ids":{"openalex":"https://openalex.org/W4405783412","doi":"https://doi.org/10.1145/3641554.3701940"},"language":"en","primary_location":{"id":"doi:10.1145/3641554.3701940","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641554.3701940","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2412.17892","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115647443","display_name":"Sara Riazi","orcid":"https://orcid.org/0000-0001-5222-9905"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara Riazi","raw_affiliation_strings":["Department of Computer Science, University of Illinois Chicago, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0001-5222-9905","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115647444","display_name":"Pedram Rooshenas","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pedram Rooshenas","raw_affiliation_strings":["Department of Computer Science, University of Illinois Chicago, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-0881-2495","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":11.4981,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.98052603,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1001","last_page":"1007"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9994000196456909,"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/T10533","display_name":"Teaching and Learning Programming","score":0.992900013923645,"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"}},{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9891999959945679,"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/computer-science","display_name":"Computer science","score":0.7727166414260864},{"id":"https://openalex.org/keywords/database-design","display_name":"Database design","score":0.44603610038757324},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4023033678531647}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7727166414260864},{"id":"https://openalex.org/C148840519","wikidata":"https://www.wikidata.org/wiki/Q1049878","display_name":"Database design","level":2,"score":0.44603610038757324},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4023033678531647}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3641554.3701940","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641554.3701940","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2412.17892","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2412.17892","pdf_url":"https://arxiv.org/pdf/2412.17892","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2412.17892","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2412.17892","pdf_url":"https://arxiv.org/pdf/2412.17892","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4405783412.pdf"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1529098247","https://openalex.org/W1536696051","https://openalex.org/W1990134054","https://openalex.org/W2004429519","https://openalex.org/W2009434747","https://openalex.org/W2039355284","https://openalex.org/W2049174585","https://openalex.org/W2164654716","https://openalex.org/W2193006414","https://openalex.org/W2294821683","https://openalex.org/W2594908799","https://openalex.org/W2771702148","https://openalex.org/W3083063794","https://openalex.org/W4283705032","https://openalex.org/W4288767803","https://openalex.org/W4294768175","https://openalex.org/W4382654255","https://openalex.org/W4392564315","https://openalex.org/W4392564834","https://openalex.org/W4400643137"],"related_works":["https://openalex.org/W584886505","https://openalex.org/W2366660644","https://openalex.org/W3184093474","https://openalex.org/W2371449207","https://openalex.org/W3162115094","https://openalex.org/W1568401719","https://openalex.org/W2188578519","https://openalex.org/W3130673957","https://openalex.org/W630074038","https://openalex.org/W1501519371"],"abstract_inverted_index":{"The":[0,35],"integration":[1],"of":[2,81],"LLM-generated":[3],"feedback":[4,26,100],"into":[5,42],"educational":[6],"settings":[7],"has":[8],"shown":[9],"promise":[10],"in":[11,30,93],"enhancing":[12],"student":[13,47,88],"learning":[14],"outcomes.":[15],"This":[16],"paper":[17],"presents":[18],"a":[19,31,54,65,78,94],"novel":[20],"LLM-driven":[21],"system":[22,36,76],"that":[23,102],"provides":[24],"targeted":[25],"for":[27,59],"conceptual":[28],"designs":[29],"Database":[32,95],"Systems":[33],"course.":[34],"converts":[37],"student-created":[38],"entity-relationship":[39],"diagrams":[40],"(ERDs)":[41],"JSON":[43],"format,":[44],"allows":[45],"the":[46,50,60,75,104],"to":[48,70,85],"prune":[49],"diagram":[51],"by":[52],"isolating":[53],"relationship,":[55,62],"extracts":[56],"relevant":[57],"requirements":[58],"selected":[61],"and":[63,83],"utilizes":[64],"large":[66],"language":[67],"model":[68],"(LLM)":[69],"generate":[71],"detailed":[72],"feedback.":[73],"Additionally,":[74],"creates":[77],"tailored":[79],"set":[80],"questions":[82],"answers":[84],"further":[86],"aid":[87],"understanding.":[89],"Our":[90],"pilot":[91],"implementation":[92],"System":[96],"course":[97],"demonstrates":[98],"effective":[99],"generation":[101],"helped":[103],"students":[105],"improve":[106],"their":[107],"design":[108],"skills.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-06T08:01:05.025921","created_date":"2025-10-10T00:00:00"}
