{"id":"https://openalex.org/W2093344579","doi":"https://doi.org/10.1142/s0218194011005438","title":"EXPLORING THE EFFORT OF GENERAL SOFTWARE PROJECT ACTIVITIES WITH DATA MINING","display_name":"EXPLORING THE EFFORT OF GENERAL SOFTWARE PROJECT ACTIVITIES WITH DATA MINING","publication_year":2011,"publication_date":"2011-09-01","ids":{"openalex":"https://openalex.org/W2093344579","doi":"https://doi.org/10.1142/s0218194011005438","mag":"2093344579"},"language":"en","primary_location":{"id":"doi:10.1142/s0218194011005438","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194011005438","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","raw_type":"journal-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/A5039552074","display_name":"Topi Haapio","orcid":null},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"TOPI HAAPIO","raw_affiliation_strings":["Lane Department of Computer Science, West Virginia University, Morgantown, WV 26506-610, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lane Department of Computer Science, West Virginia University, Morgantown, WV 26506-610, USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077008083","display_name":"Tim Menzies","orcid":"https://orcid.org/0000-0002-5040-3196"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"TIM MENZIES","raw_affiliation_strings":["Lane Department of Computer Science, West Virginia University, Morgantown, WV 26506-610, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lane Department of Computer Science, West Virginia University, Morgantown, WV 26506-610, USA","institution_ids":["https://openalex.org/I12097938"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12097938"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.16600606,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"21","issue":"05","first_page":"725","last_page":"753"},"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":0.9983000159263611,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/software-project-management","display_name":"Software project management","score":0.7238660454750061},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6152316331863403},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5728592872619629},{"id":"https://openalex.org/keywords/team-software-process","display_name":"Team software process","score":0.5159276723861694},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49169212579727173},{"id":"https://openalex.org/keywords/software-sizing","display_name":"Software sizing","score":0.47179120779037476},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.466953843832016},{"id":"https://openalex.org/keywords/verification-and-validation","display_name":"Verification and validation","score":0.4508872926235199},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.44527772068977356},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4432680904865265},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4394221901893616},{"id":"https://openalex.org/keywords/project-manager","display_name":"Project manager","score":0.43315190076828003},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.42333394289016724},{"id":"https://openalex.org/keywords/personal-software-process","display_name":"Personal software process","score":0.4157448410987854},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4014100730419159},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39645078778266907},{"id":"https://openalex.org/keywords/project-management","display_name":"Project management","score":0.3950304687023163},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.38558995723724365},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23584094643592834},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.19306835532188416},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.07346886396408081}],"concepts":[{"id":"https://openalex.org/C40919944","wikidata":"https://www.wikidata.org/wiki/Q947779","display_name":"Software project management","level":5,"score":0.7238660454750061},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6152316331863403},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5728592872619629},{"id":"https://openalex.org/C51845450","wikidata":"https://www.wikidata.org/wiki/Q1421651","display_name":"Team software process","level":5,"score":0.5159276723861694},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49169212579727173},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.47179120779037476},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.466953843832016},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.4508872926235199},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.44527772068977356},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4432680904865265},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4394221901893616},{"id":"https://openalex.org/C2780612406","wikidata":"https://www.wikidata.org/wiki/Q816432","display_name":"Project manager","level":3,"score":0.43315190076828003},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.42333394289016724},{"id":"https://openalex.org/C39890963","wikidata":"https://www.wikidata.org/wiki/Q1702721","display_name":"Personal software process","level":5,"score":0.4157448410987854},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4014100730419159},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39645078778266907},{"id":"https://openalex.org/C15952604","wikidata":"https://www.wikidata.org/wiki/Q179012","display_name":"Project management","level":2,"score":0.3950304687023163},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.38558995723724365},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23584094643592834},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.19306835532188416},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.07346886396408081},{"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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218194011005438","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194011005438","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310055","display_name":"It\u00e4-Suomen Yliopisto","ror":"https://ror.org/00cyydd11"},{"id":"https://openalex.org/F4320322426","display_name":"Nokia Foundation","ror":"https://ror.org/0401nzk46"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W53521131","https://openalex.org/W100603909","https://openalex.org/W170122019","https://openalex.org/W199632683","https://openalex.org/W1511267087","https://openalex.org/W1530010412","https://openalex.org/W1532111449","https://openalex.org/W1537033052","https://openalex.org/W1538931504","https://openalex.org/W1551430654","https://openalex.org/W1566376227","https://openalex.org/W1570448133","https://openalex.org/W1577915808","https://openalex.org/W1584053331","https://openalex.org/W1670263352","https://openalex.org/W1678889691","https://openalex.org/W1936022305","https://openalex.org/W1985622211","https://openalex.org/W1991516466","https://openalex.org/W1992081504","https://openalex.org/W1992602600","https://openalex.org/W1994386160","https://openalex.org/W2004471480","https://openalex.org/W2017337590","https://openalex.org/W2024880014","https://openalex.org/W2033626294","https://openalex.org/W2053306835","https://openalex.org/W2100410769","https://openalex.org/W2109676405","https://openalex.org/W2122379760","https://openalex.org/W2123586642","https://openalex.org/W2125055259","https://openalex.org/W2132166479","https://openalex.org/W2132690055","https://openalex.org/W2133990480","https://openalex.org/W2134956663","https://openalex.org/W2135093973","https://openalex.org/W2146691185","https://openalex.org/W2160958420","https://openalex.org/W2168406399","https://openalex.org/W2171202295","https://openalex.org/W2171621452","https://openalex.org/W2329395632","https://openalex.org/W2551072204","https://openalex.org/W2983995785","https://openalex.org/W3141989311","https://openalex.org/W4229772528","https://openalex.org/W4300819821"],"related_works":["https://openalex.org/W2519107382","https://openalex.org/W2123254067","https://openalex.org/W2993838547","https://openalex.org/W2079495409","https://openalex.org/W2769494974","https://openalex.org/W4234772473","https://openalex.org/W2046589689","https://openalex.org/W2969947481","https://openalex.org/W2117554915","https://openalex.org/W2096619197"],"abstract_inverted_index":{"Software":[0],"project":[1,71,101,129],"effort":[2,30,62,130,142],"estimation":[3],"requires":[4],"high":[5],"accuracy,":[6],"but":[7],"accurate":[8],"estimations":[9],"are":[10,40],"difficult":[11],"to":[12,19,42,60],"achieve.":[13],"Increasingly,":[14],"data":[15,38,50,102,112],"mining":[16,51,113],"is":[17,33,96,131],"used":[18,41],"improve":[20,61],"an":[21],"organization's":[22],"software":[23,58,70,100,108,128],"process":[24],"quality,":[25],"e.g.":[26],"the":[27,76,79,84,91,125,138,144],"accuracy":[28],"of":[29,69,78,119,143],"estimations.":[31],"Data":[32],"collected":[34],"from":[35],"projects,":[36],"and":[37,73,136],"miners":[39],"discover":[43],"beneficial":[44],"knowledge.":[45],"This":[46],"paper":[47],"reports":[48],"a":[49,105,117,132],"experiment":[52],"in":[53,87,134],"which":[54,81],"we":[55,115],"examined":[56,65],"32":[57],"projects":[59],"estimation.":[63],"We":[64,122],"three":[66],"major":[67],"categories":[68],"activities,":[72],"focused":[74],"on":[75,98],"activities":[77],"category":[80],"has":[82],"got":[83],"least":[85],"attention":[86],"research":[88],"so":[89],"far,":[90],"non-construction":[92],"activities.":[93],"The":[94],"analysis":[95],"based":[97],"real":[99],"supplied":[103],"by":[104],"large":[106],"European":[107],"company.":[109],"In":[110],"our":[111],"experiment,":[114],"applied":[116],"range":[118],"machine":[120],"learners.":[121],"found":[123],"that":[124],"estimated":[126],"total":[127],"predictor":[133],"modeling":[135],"predicting":[137],"actual":[139],"quality":[140],"management":[141],"project.":[145]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}