{"id":"https://openalex.org/W4415405297","doi":"https://doi.org/10.18293/seke2025-044","title":"GitHub Issue Mining to enhance Developer Profiling: A pipeline based on NLP tasks (S)","display_name":"GitHub Issue Mining to enhance Developer Profiling: A pipeline based on NLP tasks (S)","publication_year":2025,"publication_date":"2025-09-29","ids":{"openalex":"https://openalex.org/W4415405297","doi":"https://doi.org/10.18293/seke2025-044"},"language":null,"primary_location":{"id":"doi:10.18293/seke2025-044","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2025-044","pdf_url":"https://doi.org/10.18293/seke2025-044","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/seke2025-044","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077572852","display_name":"Loredana Caruccio","orcid":"https://orcid.org/0000-0002-2418-1606"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Loredana Caruccio","raw_affiliation_strings":["University of Salerno Fisciano , Salerno , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno Fisciano , Salerno , Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120085944","display_name":"Grazia Margarella","orcid":null},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Grazia Margarella","raw_affiliation_strings":["University of Salerno Fisciano , Salerno , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno Fisciano , Salerno , Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041872893","display_name":"Giuseppe Polese","orcid":"https://orcid.org/0000-0002-8496-2658"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Polese","raw_affiliation_strings":["University of Salerno Fisciano , Salerno , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno Fisciano , Salerno , Italy","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I131729948"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2025","issue":null,"first_page":"13","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9466000199317932,"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":0.9466000199317932,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9376000165939331,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.90420001745224,"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/pipeline","display_name":"Pipeline (software)","score":0.763700008392334},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2818000018596649},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.25369998812675476},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.2524999976158142}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.763700008392334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7142999768257141},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5371999740600586},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48899999260902405},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3183000087738037},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2752000093460083},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2524999976158142},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24250000715255737}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/seke2025-044","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2025-044","pdf_url":"https://doi.org/10.18293/seke2025-044","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/seke2025-044","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2025-044","pdf_url":"https://doi.org/10.18293/seke2025-044","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1145458839","display_name":null,"funder_award_id":"PRIN 2022","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415405297.pdf","grobid_xml":"https://content.openalex.org/works/W4415405297.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"analysis":[1,80],"of":[2,47,94,113,125,152],"software":[3,163],"artifacts":[4],"plays":[5],"a":[6,68,110,122,146],"crucial":[7],"role":[8],"in":[9,127],"supporting":[10],"processes":[11],"aimed":[12],"at":[13],"profiling":[14,53],"developers.These":[15],"artifacts,":[16],"generated":[17],"through":[18],"interactions":[19],"on":[20,36],"versioning":[21],"platforms":[22],"such":[23],"as":[24],"GitHub,":[25],"incorporate":[26],"both":[27],"structured":[28,37],"and":[29,78,148],"unstructured":[30],"data.While":[31],"existing":[32],"literature":[33],"primarily":[34],"focuses":[35],"data":[38,50,159],"from":[39],"commit":[40],"events,":[41],"this":[42,128,135],"study":[43],"explores":[44],"the":[45,56,95,102,106],"potential":[46],"leveraging":[48],"textual":[49,86,143],"to":[51,82,108,142],"enhance":[52],"tasks,":[54],"analyzing":[55],"developer":[57,153],"interaction":[58],"with":[59],"other":[60],"team":[61],"members":[62],"and/or":[63],"users.In":[64],"particular,":[65],"we":[66,130],"propose":[67],"Natural":[69],"Language":[70],"Processing":[71],"(NLP)":[72],"pipeline":[73,104],"that":[74,116,139],"utilizes":[75],"topic":[76],"modeling":[77],"sentiment":[79],"techniques":[81],"process":[83],"GitHub":[84],"Issue":[85],"data.This":[87],"approach":[88],"has":[89,105],"been":[90],"evaluated":[91],"using":[92,121],"one":[93],"most":[96],"detailed":[97],"just-in-time":[98],"defect":[99],"prediction":[100],"datasets.Although":[101],"proposed":[103],"capacity":[107],"support":[109],"general":[111],"design":[112],"developer-related":[114],"features":[115,140],"can":[117],"be":[118],"thoroughly":[119],"analyzed":[120],"wide":[123],"range":[124],"approaches,":[126],"paper,":[129],"employ":[131],"clustering":[132],"approaches":[133],"for":[134],"purpose.The":[136],"results":[137],"demonstrate":[138],"related":[141],"information":[144],"provide":[145],"richer":[147],"more":[149],"accurate":[150],"representation":[151],"activities,":[154],"providing":[155],"valuable":[156],"insights":[157],"into":[158],"mining":[160],"operations":[161],"within":[162],"repositories.":[164]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-22T00:00:00"}