{"id":"https://openalex.org/W4414761049","doi":"https://doi.org/10.1145/3748522.3780033","title":"Integrating Large Language Models in Software Engineering Education: A Pilot Study through GitHub Repositories Mining","display_name":"Integrating Large Language Models in Software Engineering Education: A Pilot Study through GitHub Repositories Mining","publication_year":2025,"publication_date":"2025-09-05","ids":{"openalex":"https://openalex.org/W4414761049","doi":"https://doi.org/10.1145/3748522.3780033"},"language":"en","primary_location":{"id":"doi:10.1145/3748522.3780033","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748522.3780033","pdf_url":null,"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 41st ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3748522.3780033","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070312333","display_name":"Maryam Khan","orcid":"https://orcid.org/0000-0001-8011-7951"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Khan, Maryam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101426168","display_name":"Muhammad Azeem Akbar","orcid":"https://orcid.org/0000-0002-4906-6495"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Akbar, Muhammad Azeem","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5008725198","display_name":"Jussi Kasurinen","orcid":"https://orcid.org/0000-0001-9454-8664"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kasurinen, Jussi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070312333"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28709987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"123","last_page":"128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.8986999988555908,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.8986999988555908,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.8740000128746033,"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/T12171","display_name":"Open Education and E-Learning","score":0.870199978351593,"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/debugging","display_name":"Debugging","score":0.6908000111579895},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.5253000259399414},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5054000020027161},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.4311999976634979},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.38510000705718994},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.34769999980926514},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.2992999851703644}],"concepts":[{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.6908000111579895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6376000046730042},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.6051999926567078},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.5253000259399414},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5054000020027161},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.4311999976634979},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4244000017642975},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42320001125335693},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.38510000705718994},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34929999709129333},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.34769999980926514},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3393999934196472},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.2992999851703644},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.2953000068664551},{"id":"https://openalex.org/C85890633","wikidata":"https://www.wikidata.org/wiki/Q929673","display_name":"Capability Maturity Model","level":3,"score":0.29260000586509705},{"id":"https://openalex.org/C2780103759","wikidata":"https://www.wikidata.org/wiki/Q5264375","display_name":"Design science","level":2,"score":0.2680000066757202},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.2619999945163727},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.2590000033378601},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C74579156","wikidata":"https://www.wikidata.org/wiki/Q7554342","display_name":"Software peer review","level":5,"score":0.2554999887943268},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.25380000472068787}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3748522.3780033","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748522.3780033","pdf_url":null,"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 41st ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2509.04877","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2509.04877","pdf_url":"https://arxiv.org/pdf/2509.04877","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2509.04877","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2509.04877","pdf_url":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1145/3748522.3780033","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748522.3780033","pdf_url":null,"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 41st ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Context:":[0],"Large":[1],"Language":[2],"Models":[3],"(LLMs)":[4],"such":[5,104,157],"as":[6,105,158],"ChatGPT":[7],"are":[8],"increasingly":[9],"adopted":[10],"in":[11,95,147,160,166,210],"software":[12,111],"engineering":[13,112],"(SE)":[14],"education,":[15],"offering":[16],"both":[17],"opportunities":[18],"and":[19,57,82,91,107,117,120,131,138,143,164,194],"challenges.":[20],"Their":[21],"adoption":[22,207],"requires":[23],"systematic":[24],"investigation":[25],"to":[26,37,85,187,203],"ensure":[27],"responsible":[28,206],"integration":[29],"into":[30,45],"curricula.":[31],"Objective:":[32],"This":[33,60],"doctoral":[34],"research":[35,191],"aims":[36],"develop":[38],"a":[39,49,70,200],"validated":[40],"framework":[41,202],"for":[42,198],"integrating":[43],"LLMs":[44,209],"SE":[46,211],"education":[47],"through":[48],"multi-phase":[50],"process,":[51],"including":[52,129],"taxonomies":[53,184],"development,":[54],"empirical":[55,65,180],"investigation,":[56],"case":[58],"studies.":[59],"paper":[61],"presents":[62],"the":[63,87,173,196,205],"first":[64],"step.":[66],"Method:":[67],"We":[68],"conducted":[69],"pilot":[71],"repository":[72],"mining":[73],"study":[74,177],"of":[75,89,182,208],"400":[76],"GitHub":[77],"projects,":[78],"analyzing":[79],"README":[80],"files":[81],"issues":[83],"discussions":[84],"identify":[86],"presence":[88],"motivator":[90],"demotivator":[92],"previously":[93],"synthesized":[94],"our":[96],"literature":[97],"review":[98],"[":[99],"8]":[100],"study.":[101],"Results:":[102],"Motivators":[103],"engagement":[106],"motivation":[108],"(227":[109],"hits),":[110,116,135,142,150],"process":[113],"understanding":[114],"(133":[115],"programming":[118],"assistance":[119],"debugging":[121],"support":[122],"(97":[123],"hits)":[124],"were":[125],"strongly":[126],"represented.":[127],"Demotivators,":[128],"plagiarism":[130],"IP":[132],"concerns":[133],"(385":[134],"security,":[136],"privacy":[137],"data":[139],"integrity":[140],"(87":[141],"over-reliance":[144],"on":[145],"AI":[146],"learning":[148,162],"(39":[149],"also":[151],"appeared":[152],"prominently.":[153],"In":[154],"contrast,":[155],"demotivators":[156],"challenges":[159],"evaluating":[161],"outcomes":[163],"difficulty":[165],"curriculum":[167],"redesign":[168],"recorded":[169],"no":[170],"hits":[171],"across":[172],"repositories.":[174],"Conclusion:":[175],"The":[176],"provides":[178],"early":[179],"validation":[181],"motivators/demotivators":[183],"with":[185],"respect":[186],"their":[188],"themes,":[189],"highlights":[190],"practice":[192],"gaps,":[193],"lays":[195],"foundation":[197],"developing":[199],"comprehensive":[201],"guide":[204],"education.":[212]},"counts_by_year":[],"updated_date":"2026-06-10T14:10:52.464848","created_date":"2025-10-10T00:00:00"}
