{"id":"https://openalex.org/W4388850750","doi":"https://doi.org/10.1145/3617650.3624946","title":"Exploring the Potential of GPT-4 in Automated Mentoring for Programming Courses","display_name":"Exploring the Potential of GPT-4 in Automated Mentoring for Programming Courses","publication_year":2023,"publication_date":"2023-11-21","ids":{"openalex":"https://openalex.org/W4388850750","doi":"https://doi.org/10.1145/3617650.3624946"},"language":"en","primary_location":{"id":"doi:10.1145/3617650.3624946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3617650.3624946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Conference on Global Computing Education Vol 2","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":"https://openalex.org/A5092365606","display_name":"Rishabh Balse","orcid":"https://orcid.org/0009-0004-4754-7430"},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"facility","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rishabh Balse","raw_affiliation_strings":["Indian Institute of Technology Madras, Chennai, India"],"raw_orcid":"https://orcid.org/0009-0004-4754-7430","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064565348","display_name":"Prajish Prasad","orcid":"https://orcid.org/0000-0001-7986-6277"},"institutions":[{"id":"https://openalex.org/I2802865875","display_name":"Flame University","ror":"https://ror.org/0252mqn49","country_code":"IN","type":"education","lineage":["https://openalex.org/I2802865875"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prajish Prasad","raw_affiliation_strings":["FLAME University, Pune, India"],"raw_orcid":"https://orcid.org/0000-0001-7986-6277","affiliations":[{"raw_affiliation_string":"FLAME University, Pune, India","institution_ids":["https://openalex.org/I2802865875"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012448905","display_name":"Jayakrishnan Madathil Warriem","orcid":null},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"facility","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jayakrishnan Madathil Warriem","raw_affiliation_strings":["Indian Institute of Technology Madras, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0002-4266-0467","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092365606"],"corresponding_institution_ids":["https://openalex.org/I24676775"],"apc_list":null,"apc_paid":null,"fwci":0.5407,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77040296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"191","last_page":"191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9215999841690063,"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":0.9215999841690063,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9035999774932861,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.8656186461448669},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.70341956615448},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5434148907661438},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5099817514419556},{"id":"https://openalex.org/keywords/institution","display_name":"Institution","score":0.44716015458106995},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.41141384840011597},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3429417014122009},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3209119439125061},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14541897177696228},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06951957941055298}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8656186461448669},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.70341956615448},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5434148907661438},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5099817514419556},{"id":"https://openalex.org/C2780510313","wikidata":"https://www.wikidata.org/wiki/Q178706","display_name":"Institution","level":2,"score":0.44716015458106995},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.41141384840011597},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3429417014122009},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3209119439125061},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14541897177696228},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06951957941055298},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3617650.3624946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3617650.3624946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Conference on Global Computing Education Vol 2","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W3116064965","https://openalex.org/W4287027380","https://openalex.org/W2207495067","https://openalex.org/W1906486629"],"abstract_inverted_index":{"This":[0],"research":[1],"proposes":[2],"an":[3],"AI-assisted":[4],"mentoring":[5,58],"system":[6,49],"for":[7],"programming":[8,28],"education,":[9],"leveraging":[10],"the":[11,31,40,53,56],"advanced":[12],"capabilities":[13],"of":[14,33,55],"OpenAI's":[15],"GPT-4.":[16],"We":[17],"aim":[18],"to":[19,26,51],"validate":[20],"students'":[21],"pseudocode":[22],"or":[23],"algorithmic":[24],"approaches":[25],"Python":[27],"problems":[29],"within":[30],"context":[32],"a":[34,61],"Tier-1":[35],"institution":[36],"in":[37],"India,":[38],"where":[39],"high":[41],"student-to-mentor":[42],"ratio":[43],"presents":[44],"unique":[45],"challenges.":[46],"The":[47],"proposed":[48],"aspires":[50],"alleviate":[52],"pressures":[54],"current":[57],"system,":[59],"providing":[60],"more":[62],"accessible,":[63],"responsive,":[64],"and":[65],"effective":[66],"educational":[67],"support":[68],"system.":[69]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}