{"id":"https://openalex.org/W4398239365","doi":"https://doi.org/10.1145/3639478.3643068","title":"Applying Transformer Models for Automatic Build Errors Classification of Java-Based Open Source Projects","display_name":"Applying Transformer Models for Automatic Build Errors Classification of Java-Based Open Source Projects","publication_year":2024,"publication_date":"2024-04-14","ids":{"openalex":"https://openalex.org/W4398239365","doi":"https://doi.org/10.1145/3639478.3643068"},"language":"en","primary_location":{"id":"doi:10.1145/3639478.3643068","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639478.3643068","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639478.3643068","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings","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/10.1145/3639478.3643068","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089645537","display_name":"J.H. Lee","orcid":"https://orcid.org/0000-0001-6860-4802"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jonathan Lee","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-6860-4802","affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051368847","display_name":"M. C. Li","orcid":"https://orcid.org/0009-0000-1373-6189"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Mason Li","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan"],"raw_orcid":"https://orcid.org/0009-0000-1373-6189","affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035664821","display_name":"Kuo-Hsun Hsu","orcid":"https://orcid.org/0000-0001-6879-3113"},"institutions":[{"id":"https://openalex.org/I34574549","display_name":"National Taichung University of Education","ror":"https://ror.org/006tnfe02","country_code":"TW","type":"education","lineage":["https://openalex.org/I34574549"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuo-Hsun Hsu","raw_affiliation_strings":["National Taichung University of Education, Taichung, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-6879-3113","affiliations":[{"raw_affiliation_string":"National Taichung University of Education, Taichung, Taiwan","institution_ids":["https://openalex.org/I34574549"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09027601,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"282","last_page":"283"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/java","display_name":"Java","score":0.8814667463302612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8276082277297974},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.7206509709358215},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5419682860374451},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5321824550628662},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4944498538970947},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4478154182434082},{"id":"https://openalex.org/keywords/open-source-software","display_name":"Open source software","score":0.44085007905960083},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3943975269794464},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36623483896255493},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3510488271713257},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2613445520401001},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09954923391342163}],"concepts":[{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.8814667463302612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8276082277297974},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.7206509709358215},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5419682860374451},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5321824550628662},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4944498538970947},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4478154182434082},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.44085007905960083},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3943975269794464},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36623483896255493},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3510488271713257},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2613445520401001},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09954923391342163},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3639478.3643068","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639478.3643068","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639478.3643068","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3639478.3643068","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639478.3643068","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639478.3643068","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4398239365.pdf"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W1965854491","https://openalex.org/W2914234945"],"related_works":["https://openalex.org/W4376877853","https://openalex.org/W1493891899","https://openalex.org/W1964405022","https://openalex.org/W4250928611","https://openalex.org/W166480398","https://openalex.org/W1612808768","https://openalex.org/W167327709","https://openalex.org/W1977393088","https://openalex.org/W2611219800","https://openalex.org/W4387839566"],"abstract_inverted_index":{"In":[0,25],"open-source":[1,101],"development,":[2],"encountering":[3],"build":[4,42,71],"failures":[5],"is":[6],"a":[7,32,97,121],"common":[8],"challenge.":[9],"Addressing":[10],"these":[11,118],"issues":[12,43],"requires":[13],"analyzing":[14],"the":[15,77,114],"causes":[16],"of":[17,79,99,117],"errors":[18],"and":[19,57,87],"developing":[20],"solutions":[21],"for":[22,92,107],"fixing":[23,59,73,90],"them.":[24],"this":[26,51,108],"work,":[27,66],"we":[28],"fine-tuned":[29],"Google's":[30],"BERT,":[31],"well-known":[33],"language":[34],"model":[35,52],"excellent":[36],"in":[37,44],"transfer":[38],"learning,":[39],"to":[40,53,75,83],"address":[41],"Gradle":[45,67,102],"Java":[46,103],"projects.":[47,94],"Our":[48],"strategy":[49],"utilizes":[50],"classify":[54,84],"error":[55,72,85,115],"logs":[56,116],"identify":[58,88],"solutions.":[60],"This":[61],"approach":[62],"extends":[63],"our":[64],"previous":[65],"ACFix,":[68],"an":[69],"automated":[70],"system,":[74],"explore":[76],"potential":[78],"using":[80],"machine":[81],"learning":[82],"types":[86],"appropriate":[89],"strategies":[91],"software":[93],"We":[95],"gathered":[96],"dataset":[98],"11,483":[100],"projects":[104,119],"from":[105],"GitHub":[106],"research.":[109],"The":[110],"model's":[111],"evaluation":[112],"on":[113],"demonstrated":[120],"high":[122],"accuracy":[123],"rate":[124],"exceeding":[125],"98%.":[126]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
