{"id":"https://openalex.org/W4412119749","doi":"https://doi.org/10.1145/3719384.3719439","title":"Challenges and Limitations of Using Artificial Intelligence Generated Content (AIGC) with ChatGPT in Programming Curriculum: A Systematic Literature Review","display_name":"Challenges and Limitations of Using Artificial Intelligence Generated Content (AIGC) with ChatGPT in Programming Curriculum: A Systematic Literature Review","publication_year":2024,"publication_date":"2024-12-14","ids":{"openalex":"https://openalex.org/W4412119749","doi":"https://doi.org/10.1145/3719384.3719439"},"language":"en","primary_location":{"id":"doi:10.1145/3719384.3719439","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3719384.3719439","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3719384.3719439","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 7th Artificial Intelligence and Cloud Computing Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3719384.3719439","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109781617","display_name":"Chi In Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I44829897","display_name":"Golden Gate University","ror":"https://ror.org/01wj7vt66","country_code":"US","type":"education","lineage":["https://openalex.org/I44829897"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chi In Chang","raw_affiliation_strings":["Department of Psychology, Golden Gate University, San Francisco, USA"],"raw_orcid":"https://orcid.org/0009-0001-6036-9016","affiliations":[{"raw_affiliation_string":"Department of Psychology, Golden Gate University, San Francisco, USA","institution_ids":["https://openalex.org/I44829897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021215130","display_name":"Wan Chong Choi","orcid":"https://orcid.org/0000-0002-8415-6998"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wan Chong Choi","raw_affiliation_strings":["Department of Computer Science, Illinois Institute of Technology, Chicago, USA"],"raw_orcid":"https://orcid.org/0000-0002-8415-6998","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Illinois Institute of Technology, Chicago, USA","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102653337","display_name":"Iek Chong Choi","orcid":"https://orcid.org/0009-0000-0241-7166"},"institutions":[{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Iek Chong Choi","raw_affiliation_strings":["School of Education, City University of Macau, Macao SAR, China"],"raw_orcid":"https://orcid.org/0009-0000-0241-7166","affiliations":[{"raw_affiliation_string":"School of Education, City University of Macau, Macao SAR, China","institution_ids":["https://openalex.org/I6469544"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0376,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.78915883,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"372","last_page":"378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9896000027656555,"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"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9896000027656555,"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"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9699000120162964,"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/computer-science","display_name":"Computer science","score":0.6650106310844421},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.5968636870384216},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5397111177444458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4223431646823883},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1035526692867279},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07552561163902283},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.07117664813995361}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6650106310844421},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.5968636870384216},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5397111177444458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4223431646823883},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1035526692867279},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07552561163902283},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.07117664813995361},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3719384.3719439","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3719384.3719439","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3719384.3719439","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 7th Artificial Intelligence and Cloud Computing Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3719384.3719439","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3719384.3719439","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3719384.3719439","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 7th Artificial Intelligence and Cloud Computing Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412119749.pdf","grobid_xml":"https://content.openalex.org/works/W4412119749.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W4283705032","https://openalex.org/W4317502110","https://openalex.org/W4381587445","https://openalex.org/W4382652859","https://openalex.org/W4382653968","https://openalex.org/W4382654255","https://openalex.org/W4382654843","https://openalex.org/W4386584937","https://openalex.org/W4387129749","https://openalex.org/W4387224226","https://openalex.org/W4387334499","https://openalex.org/W4387730663","https://openalex.org/W4387773918","https://openalex.org/W4389100262","https://openalex.org/W4389762775","https://openalex.org/W4391031064","https://openalex.org/W4391116642","https://openalex.org/W4391432468","https://openalex.org/W4391842038","https://openalex.org/W4391881321","https://openalex.org/W4392154075","https://openalex.org/W4392293160","https://openalex.org/W4392484257","https://openalex.org/W4392774538"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"systematic":[1],"literature":[2],"review":[3,84],"examined":[4],"the":[5,83,86,95,110,120,149],"challenges":[6,77,102,115],"and":[7,32,56,63,73,76,103,129,147],"limitations":[8],"of":[9,34,59,97,122,152],"integrating":[10],"Artificial":[11],"Intelligence":[12],"Generated":[13],"Content":[14],"(AIGC)":[15],"tools":[16,124],"into":[17],"programming":[18,99,134],"curricula.":[19],"Following":[20],"Kitchenham's":[21],"framework,":[22],"a":[23],"comprehensive":[24],"search":[25],"was":[26],"conducted":[27],"across":[28],"ACM":[29],"Digital":[30],"Library":[31],"Web":[33],"Science":[35],"databases":[36],"to":[37,51,69,143],"select":[38],"22":[39],"relevant":[40],"peer-reviewed":[41],"papers.":[42],"Key":[43],"issues":[44,146],"identified":[45],"included":[46],"increased":[47],"plagiarism":[48],"risk":[49],"due":[50],"AI-generated":[52],"unique":[53],"code,":[54],"accuracy":[55],"reliability":[57],"concerns":[58],"AI":[60,90,153],"outputs,":[61],"privacy":[62],"data":[64],"security":[65],"risks,":[66],"curriculum":[67],"changes":[68],"incorporate":[70],"prompt":[71],"engineering":[72],"critical":[74],"thinking,":[75],"in":[78,133,154],"traditional":[79],"assessment":[80],"methods.":[81],"Additionally,":[82],"highlighted":[85],"potential":[87],"over-reliance":[88],"on":[89,140],"tools,":[91],"which":[92],"could":[93],"hinder":[94],"development":[96],"fundamental":[98],"skills.":[100],"Implementation":[101],"inadequate":[104],"training":[105],"for":[106,118],"educators":[107],"further":[108],"complicate":[109],"integration":[111],"process.":[112],"Addressing":[113],"these":[114,145],"is":[116],"crucial":[117],"leveraging":[119],"benefits":[121],"AIGC":[123],"while":[125],"maintaining":[126],"academic":[127],"integrity":[128],"enhancing":[130],"learning":[131],"outcomes":[132],"education.":[135,155],"Future":[136],"research":[137],"should":[138],"focus":[139],"developing":[141],"strategies":[142],"mitigate":[144],"ensure":[148],"responsible":[150],"use":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
