{"id":"https://openalex.org/W4411890111","doi":"https://doi.org/10.1080/10447318.2025.2520931","title":"Algorithmic Learning: Assessing the Potential of Large Language Models (LLMs) for Automated Exercise Generation and Grading in Educational Settings","display_name":"Algorithmic Learning: Assessing the Potential of Large Language Models (LLMs) for Automated Exercise Generation and Grading in Educational Settings","publication_year":2025,"publication_date":"2025-07-01","ids":{"openalex":"https://openalex.org/W4411890111","doi":"https://doi.org/10.1080/10447318.2025.2520931"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2025.2520931","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2025.2520931","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-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":"https://openalex.org/A5109400142","display_name":"Wenlong Zou","orcid":"https://orcid.org/0000-0002-6700-6330"},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenlong Zou","raw_affiliation_strings":["School of Computer Science, Hubei University"],"raw_orcid":"https://orcid.org/0000-0002-6700-6330","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009321331","display_name":"Tiong\u2010Thye Goh","orcid":"https://orcid.org/0000-0001-7810-4406"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Tiong-Thye Goh","raw_affiliation_strings":["School of Information Management, Victoria University of Wellington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Victoria University of Wellington","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103068224","display_name":"Honglei Zhu","orcid":"https://orcid.org/0000-0002-6983-8181"},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiting Zhu","raw_affiliation_strings":["School of Computer Science, Hubei University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089301448","display_name":"Mengjun Liu","orcid":"https://orcid.org/0000-0002-6940-3575"},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mengjun Liu","raw_affiliation_strings":["School of Computer Science, Hubei University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115599221","display_name":"Bing Yang","orcid":"https://orcid.org/0000-0002-2774-0282"},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Yang","raw_affiliation_strings":["School of Computer Science, Hubei University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University","institution_ids":["https://openalex.org/I75900474"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089301448"],"corresponding_institution_ids":["https://openalex.org/I75900474"],"apc_list":null,"apc_paid":null,"fwci":1.9565,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89450322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"42","issue":"2","first_page":"1206","last_page":"1223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9577000141143799,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9577000141143799,"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/grading","display_name":"Grading (engineering)","score":0.7736929655075073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5786532759666443},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4585942327976227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.413540780544281},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.38937920331954956},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3657683730125427},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2702723741531372},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15603643655776978}],"concepts":[{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.7736929655075073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5786532759666443},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4585942327976227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.413540780544281},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.38937920331954956},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3657683730125427},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2702723741531372},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15603643655776978},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10447318.2025.2520931","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2025.2520931","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7900000214576721}],"awards":[{"id":"https://openalex.org/G6804714410","display_name":null,"funder_award_id":"72204077","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1996156751","https://openalex.org/W2082357899","https://openalex.org/W2149254401","https://openalex.org/W2896457183","https://openalex.org/W3112874039","https://openalex.org/W3185617750","https://openalex.org/W4200485801","https://openalex.org/W4213049518","https://openalex.org/W4225108562","https://openalex.org/W4283705032","https://openalex.org/W4292779060","https://openalex.org/W4298186479","https://openalex.org/W4308834125","https://openalex.org/W4317502110","https://openalex.org/W4323655724","https://openalex.org/W4367595583","https://openalex.org/W4372046852","https://openalex.org/W4382654843","https://openalex.org/W4385223296","https://openalex.org/W4385477851","https://openalex.org/W4387224226","https://openalex.org/W4389437528","https://openalex.org/W4391432468","https://openalex.org/W4391842038","https://openalex.org/W4392163075","https://openalex.org/W4392564671","https://openalex.org/W4393065879","https://openalex.org/W4393218999","https://openalex.org/W4394817988","https://openalex.org/W4400224630","https://openalex.org/W4402402726","https://openalex.org/W4403210808","https://openalex.org/W6778883912","https://openalex.org/W6989206057","https://openalex.org/W7029321148","https://openalex.org/W7037225010"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"This":[0],"study":[1],"explores":[2],"ChatGPT\u2019s":[3,76],"role":[4],"as":[5],"a":[6],"teaching":[7],"aid":[8],"in":[9,29,45,78],"algorithmic":[10,20],"education,":[11],"focusing":[12],"on":[13],"its":[14],"ability":[15],"to":[16],"generate":[17],"and":[18,22,32,49,59,81,89],"evaluate":[19],"questions":[21],"solutions.":[23],"Qualitative":[24],"analysis":[25],"shows":[26],"strong":[27],"performance":[28],"Sensibleness,":[30],"Readiness,":[31],"Topicality,":[33],"though":[34],"Novelty":[35],"remains":[36],"an":[37],"area":[38],"for":[39,83],"improvement.":[40],"ChatGPT":[41,64],"also":[42],"demonstrated":[43],"self-improvement":[44],"criteria":[46],"like":[47],"Efficiency":[48],"Robustness,":[50],"with":[51,70],"over":[52],"60%":[53],"enhancement.":[54],"A":[55],"comparison":[56],"of":[57,86],"AI":[58],"teacher":[60],"grading":[61],"revealed":[62],"that":[63],"provided":[65],"accurate":[66],"assessments,":[67],"closely":[68],"aligning":[69],"expert":[71],"evaluations.":[72],"The":[73],"findings":[74],"highlight":[75],"potential":[77],"educational":[79],"assessment":[80],"call":[82],"further":[84],"exploration":[85],"student":[87],"perceptions":[88],"ethical":[90],"considerations.":[91]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}
