{"id":"https://openalex.org/W2052794752","doi":"https://doi.org/10.1145/1321631.1321742","title":"Improving change prediction with fine-grained source code mining","display_name":"Improving change prediction with fine-grained source code mining","publication_year":2007,"publication_date":"2007-11-05","ids":{"openalex":"https://openalex.org/W2052794752","doi":"https://doi.org/10.1145/1321631.1321742","mag":"2052794752"},"language":"en","primary_location":{"id":"doi:10.1145/1321631.1321742","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1321631.1321742","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067228031","display_name":"Huzefa Kagdi","orcid":null},"institutions":[{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Huzefa Kagdi","raw_affiliation_strings":["Kent State University, Kent, OH"],"affiliations":[{"raw_affiliation_string":"Kent State University, Kent, OH","institution_ids":["https://openalex.org/I149910238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5067228031"],"corresponding_institution_ids":["https://openalex.org/I149910238"],"apc_list":null,"apc_paid":null,"fwci":1.5825,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88552163,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"559","last_page":"562"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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":0.9973000288009644,"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"}},{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9866999983787537,"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/granularity","display_name":"Granularity","score":0.8146446943283081},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.8019503355026245},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7858123779296875},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.6297112107276917},{"id":"https://openalex.org/keywords/software-evolution","display_name":"Software evolution","score":0.5972938537597656},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5685133934020996},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.531017005443573},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5217036604881287},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46881937980651855},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.4185936152935028},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2652707099914551},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.262300968170166},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2292044758796692},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.116466224193573}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.8146446943283081},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.8019503355026245},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7858123779296875},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.6297112107276917},{"id":"https://openalex.org/C202105479","wikidata":"https://www.wikidata.org/wiki/Q265013","display_name":"Software evolution","level":5,"score":0.5972938537597656},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5685133934020996},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.531017005443573},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5217036604881287},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46881937980651855},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.4185936152935028},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2652707099914551},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.262300968170166},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2292044758796692},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.116466224193573},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1321631.1321742","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1321631.1321742","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W78879080","https://openalex.org/W200672024","https://openalex.org/W607557149","https://openalex.org/W1548254758","https://openalex.org/W1677598599","https://openalex.org/W1999157933","https://openalex.org/W2008164297","https://openalex.org/W2071933041","https://openalex.org/W2110456968","https://openalex.org/W2117944944","https://openalex.org/W2121668868","https://openalex.org/W2126859103","https://openalex.org/W2133961160","https://openalex.org/W2141558501","https://openalex.org/W2143728276","https://openalex.org/W2152680112","https://openalex.org/W2162520939","https://openalex.org/W2614198659"],"related_works":["https://openalex.org/W2113128227","https://openalex.org/W632256878","https://openalex.org/W2491403535","https://openalex.org/W2479811461","https://openalex.org/W2104915799","https://openalex.org/W2020166315","https://openalex.org/W4311938462","https://openalex.org/W2355429491","https://openalex.org/W2598672065","https://openalex.org/W2889416268"],"abstract_inverted_index":{"The":[0,82],"thesis":[1],"proposes":[2],"a":[3,106],"software-change":[4,87],"prediction":[5,88],"approach":[6,93],"that":[7,45,86],"is":[8,85],"based":[9],"on":[10],"mining":[11,43],"fine-grained":[12],"evolutionary":[13,62],"couplings":[14,24,49,63],"from":[15,39],"source":[16,26,41],"code":[17,27,42],"repositories.":[18],"Here,":[19],"fine-grain":[20],"refers":[21],"to":[22,105],"identifying":[23],"between":[25,50],"entities":[28],"such":[29],"as":[30],"methods,":[31],"control":[32],"structures,":[33],"or":[34,52],"even":[35],"comments.":[36],"This":[37],"differs":[38],"current":[40],"techniques":[44,73],"typically":[46],"only":[47],"identify":[48],"files":[51],"fairly":[53],"high-level":[54],"entities.":[55],"Furthermore,":[56],"the":[57,60,65,90,113],"model":[58],"combines":[59],"mined":[61],"with":[64],"estimated":[66],"changes":[67],"identified":[68],"by":[69],"traditional":[70],"impact":[71],"analysis":[72,76],"(e.g.,":[74],"static":[75],"of":[77,112],"call":[78],"and":[79,102,108],"program-dependency":[80],"graphs).":[81],"research":[83],"hypothesis":[84],"using":[89],"proposed":[91],"synergistic":[92],"results":[94],"in":[95],"an":[96],"overall":[97],"improved":[98],"expressiveness":[99],"(i.e.,":[100,110],"granularity":[101],"context":[103],"given":[104],"developer)":[107],"effectiveness":[109],"accuracy":[111],"prediction)":[114]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
