{"id":"https://openalex.org/W4415421378","doi":"https://doi.org/10.15439/2025f3421","title":"Comparative Analysis of AI and Traditional Software GitHub Repositories Using Process Mining","display_name":"Comparative Analysis of AI and Traditional Software GitHub Repositories Using Process Mining","publication_year":2025,"publication_date":"2025-10-15","ids":{"openalex":"https://openalex.org/W4415421378","doi":"https://doi.org/10.15439/2025f3421"},"language":"en","primary_location":{"id":"doi:10.15439/2025f3421","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2025f3421","pdf_url":"https://annals-csis.org/Volume_43/drp/pdf/3421.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/Volume_43/drp/pdf/3421.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120090463","display_name":"Oguzhan Tasci","orcid":null},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Oguzhan Tasci","raw_affiliation_strings":["Hacettepe University , Department of Computer Engineering Beytepe Campus , 06800 Ankara / T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hacettepe University , Department of Computer Engineering Beytepe Campus , 06800 Ankara / T\u00fcrkiye","institution_ids":["https://openalex.org/I66514158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036426355","display_name":"Tu\u011fba G\u00fcrgen Erdo\u011fan","orcid":"https://orcid.org/0000-0003-1491-8739"},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Tugba Gurgen Erdogan","raw_affiliation_strings":["Hacettepe University Computer Engineering Department"],"raw_orcid":"https://orcid.org/0000-0003-1491-8739","affiliations":[{"raw_affiliation_string":"Hacettepe University Computer Engineering Department","institution_ids":["https://openalex.org/I66514158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I66514158"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45866107,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"43","issue":null,"first_page":"387","last_page":"392"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9692000150680542,"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/T11719","display_name":"Data Quality and Management","score":0.9562000036239624,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5519999861717224},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5098999738693237},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.38690000772476196},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.31709998846054077},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.2928999960422516}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6456999778747559},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5519999861717224},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5098999738693237},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4699000120162964},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38989999890327454},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.38690000772476196},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.31709998846054077},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31060001254081726},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.30239999294281006},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2928999960422516},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.2888999879360199},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.27649998664855957}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2025f3421","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2025f3421","pdf_url":"https://annals-csis.org/Volume_43/drp/pdf/3421.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:3adeab9c7340485ab6472ae77898a742","is_oa":true,"landing_page_url":"https://doaj.org/article/3adeab9c7340485ab6472ae77898a742","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 43, Pp 387-392 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2025f3421","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2025f3421","pdf_url":"https://annals-csis.org/Volume_43/drp/pdf/3421.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415421378.pdf","grobid_xml":"https://content.openalex.org/works/W4415421378.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2014412951","https://openalex.org/W2043223258","https://openalex.org/W2099813784","https://openalex.org/W2136101509","https://openalex.org/W2295005030","https://openalex.org/W2406986017","https://openalex.org/W2468625138","https://openalex.org/W2899407111","https://openalex.org/W3046237592","https://openalex.org/W3162901026","https://openalex.org/W4313163102","https://openalex.org/W4384009685","https://openalex.org/W4385532449","https://openalex.org/W4385605699","https://openalex.org/W4392144624","https://openalex.org/W4394745358","https://openalex.org/W4404510723"],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1],"conducts":[2],"a":[3],"comparative":[4],"analysis":[5,26,65],"of":[6,38],"Artificial":[7],"Intelligence":[8],"(AI)":[9],"software":[10,52,71,118],"and":[11,19,24,40,46,58,82,91,115],"traditional":[12,63,85],"GitHub":[13],"repositories,":[14],"focusing":[15],"on":[16],"workflow":[17,56],"efficiency":[18],"sentiment":[20,25,59,76,94],"dynamics.Using":[21],"process":[22],"mining":[23],"techniques,":[27],"we":[28],"examine":[29],"repositories":[30,53,72,86],"from":[31],"eight":[32],"prominent":[33],"projects,":[34],"encompassing":[35],"diverse":[36],"datasets":[37],"issues":[39],"pull":[41],"requests":[42],"filtered":[43],"for":[44,108],"relevance":[45],"consistency.Our":[47],"findings":[48],"reveal":[49],"that":[50,67],"AI":[51,70],"exhibit":[54,87],"different":[55],"patterns":[57],"dynamics":[60],"compared":[61],"to":[62,69],"repositories.Sentiment":[64],"uncovers":[66],"contributors":[68],"experience":[73],"more":[74,92],"positive":[75],"dynamics,":[77],"likely":[78],"reflecting":[79],"structured":[80],"workflows":[81],"collaborative":[83,117],"tools.Conversely,":[84],"longer":[88],"resolution":[89],"times":[90],"fluctuating":[93],"patterns,":[95],"which":[96],"may":[97],"indicate":[98],"higher":[99],"complexity":[100],"or":[101],"less":[102],"automation.These":[103],"insights":[104],"provide":[105],"valuable":[106],"recommendations":[107],"optimizing":[109],"repository":[110],"management,":[111],"fostering":[112],"contributor":[113],"satisfaction,":[114],"improving":[116],"development":[119],"environments.":[120]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-24T00:00:00"}