{"id":"https://openalex.org/W2027062921","doi":"https://doi.org/10.1145/1370750.1370762","title":"Mining software effort data","display_name":"Mining software effort data","publication_year":2008,"publication_date":"2008-05-10","ids":{"openalex":"https://openalex.org/W2027062921","doi":"https://doi.org/10.1145/1370750.1370762","mag":"2027062921"},"language":"en","primary_location":{"id":"doi:10.1145/1370750.1370762","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1370750.1370762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2008 international working conference on Mining software repositories","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/A5067788421","display_name":"Lucas Layman","orcid":"https://orcid.org/0000-0002-2534-8762"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lucas Layman","raw_affiliation_strings":["North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101612061","display_name":"Nachiappan Nagappan","orcid":"https://orcid.org/0000-0003-1358-4124"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nachiappan Nagappan","raw_affiliation_strings":["Microsoft Corporation, Redmond, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Corporation, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014389134","display_name":"Sam Guckenheimer","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sam Guckenheimer","raw_affiliation_strings":["Microsoft Corporation, Redmond, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Corporation, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068103471","display_name":"Jeff Beehler","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff Beehler","raw_affiliation_strings":["Microsoft Corporation, Redmond, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Corporation, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069794323","display_name":"Andrew Begel","orcid":"https://orcid.org/0000-0002-7425-4818"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Begel","raw_affiliation_strings":["Microsoft Corporation, Redmond, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Corporation, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8757,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.83982153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"46"},"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9976000189781189,"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":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.7603682279586792},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.7092262506484985},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5501676797866821},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5387921929359436},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5192675590515137},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.46587273478507996},{"id":"https://openalex.org/keywords/intuition","display_name":"Intuition","score":0.4136219620704651},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20627084374427795},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.11827525496482849},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11761397123336792}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7603682279586792},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.7092262506484985},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5501676797866821},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5387921929359436},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5192675590515137},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.46587273478507996},{"id":"https://openalex.org/C132010649","wikidata":"https://www.wikidata.org/wiki/Q189222","display_name":"Intuition","level":2,"score":0.4136219620704651},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20627084374427795},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.11827525496482849},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11761397123336792},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1370750.1370762","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1370750.1370762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2008 international working conference on Mining software repositories","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5099999904632568,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1537033052","https://openalex.org/W1994410397","https://openalex.org/W2063658367","https://openalex.org/W2108109653","https://openalex.org/W2124116645","https://openalex.org/W2130227936","https://openalex.org/W2131378644","https://openalex.org/W2165425247","https://openalex.org/W2171816001"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2064726690","https://openalex.org/W4254065731","https://openalex.org/W4252678288","https://openalex.org/W1607297154","https://openalex.org/W4210820789","https://openalex.org/W2913177154","https://openalex.org/W4237782192","https://openalex.org/W4235131201","https://openalex.org/W4232793539"],"abstract_inverted_index":{"In":[0],"the":[1,35,45,87,121],"software":[2],"development":[3,36,122],"process,":[4],"scheduling":[5,30],"and":[6,17,32,56,61,76,102],"predictability":[7],"are":[8],"important":[9],"components":[10],"to":[11,114],"delivering":[12],"a":[13,24,111],"product":[14],"on":[15],"time":[16],"within":[18],"budget.":[19],"Effort":[20,38],"estimation":[21,39,68,81,89,105],"artifacts":[22],"offer":[23],"rich":[25],"data":[26,40],"set":[27],"for":[28,33,41,58],"improving":[29],"accuracy":[31],"understanding":[34],"process.":[37,123],"55":[42],"features":[43,96,119],"in":[44],"latest":[46],"release":[47],"of":[48,80],"Visual":[49],"Studio":[50],"Team":[51],"System":[52],"(VSTS)":[53],"were":[54,83],"collected":[55],"analyzed":[57],"trends,":[59],"patterns,":[60],"differences.":[62],"Statistical":[63],"analysis":[64],"shows":[65],"that":[66,77,94,103],"actual":[67],"error":[69,82,106],"was":[70],"positively":[71],"correlated":[72,85],"with":[73,86],"feature":[74],"size,":[75],"in-process":[78,104],"metrics":[79,107],"also":[84],"final":[88],"error.":[90],"These":[91],"findings":[92],"suggest":[93],"smaller":[95],"can":[97,108],"be":[98,109],"estimated":[99],"more":[100],"accurately,":[101],"provide":[110],"quantitative":[112],"supplement":[113],"developer":[115],"intuition":[116],"regarding":[117],"high-risk":[118],"during":[120]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
