{"id":"https://openalex.org/W3097919056","doi":"https://doi.org/10.1109/access.2020.3035217","title":"A Bayesian Networks-Based Method to Analyze the Validity of the Data of Software Measurement Programs","display_name":"A Bayesian Networks-Based Method to Analyze the Validity of the Data of Software Measurement Programs","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3097919056","doi":"https://doi.org/10.1109/access.2020.3035217","mag":"3097919056"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3035217","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3035217","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09246551.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09246551.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042166502","display_name":"Renata Saraiva","orcid":"https://orcid.org/0000-0003-3422-2405"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Renata Saraiva","raw_affiliation_strings":["Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040653830","display_name":"Amaury Medeiros","orcid":"https://orcid.org/0000-0001-6863-0613"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Amaury Medeiros","raw_affiliation_strings":["Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-6863-0613","affiliations":[{"raw_affiliation_string":"Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087237928","display_name":"Mirko Perkusich","orcid":"https://orcid.org/0000-0002-9433-4962"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mirko Perkusich","raw_affiliation_strings":["Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002877328","display_name":"Dalton C\u00e9zane Gomes Valadares","orcid":"https://orcid.org/0000-0003-1709-0404"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Dalton Valadares","raw_affiliation_strings":["Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031124772","display_name":"Kyller Gorg\u00f4nio","orcid":"https://orcid.org/0000-0001-9796-1382"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Kyller Costa Gorgonio","raw_affiliation_strings":["Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012283902","display_name":"\u00c2ngelo Perkusich","orcid":"https://orcid.org/0000-0002-7377-1258"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Angelo Perkusich","raw_affiliation_strings":["Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-7377-1258","affiliations":[{"raw_affiliation_string":"Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012728787","display_name":"Hyggo Almeida","orcid":"https://orcid.org/0000-0002-2808-8169"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hyggo Almeida","raw_affiliation_strings":["Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems and Pervasive Computing Laboratory, VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, Brazil","institution_ids":["https://openalex.org/I41455075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5042166502"],"corresponding_institution_ids":["https://openalex.org/I41455075"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5568,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76822565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"198801","last_page":"198821"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9995999932289124,"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":0.9995999932289124,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9988999962806702,"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":0.8118710517883301},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7474265694618225},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6271650195121765},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6260256767272949},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6086808443069458},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5235852003097534},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4704745411872864},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4086507558822632},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34607821702957153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8118710517883301},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7474265694618225},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6271650195121765},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6260256767272949},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6086808443069458},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5235852003097534},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4704745411872864},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4086507558822632},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34607821702957153},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3035217","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3035217","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09246551.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:36dd299e7c8045cb84f81f08e43df44e","is_oa":true,"landing_page_url":"https://doaj.org/article/36dd299e7c8045cb84f81f08e43df44e","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":"IEEE Access, Vol 8, Pp 198801-198821 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3035217","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3035217","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09246551.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3097919056.pdf","grobid_xml":"https://content.openalex.org/works/W3097919056.grobid-xml"},"referenced_works_count":86,"referenced_works":["https://openalex.org/W289500600","https://openalex.org/W1490967151","https://openalex.org/W1494946506","https://openalex.org/W1494984305","https://openalex.org/W1521447691","https://openalex.org/W1528498724","https://openalex.org/W1536929369","https://openalex.org/W1562303665","https://openalex.org/W1625332390","https://openalex.org/W1645943116","https://openalex.org/W1746680969","https://openalex.org/W1791587663","https://openalex.org/W1840884391","https://openalex.org/W1936022305","https://openalex.org/W1978300218","https://openalex.org/W1980841949","https://openalex.org/W1986136726","https://openalex.org/W1994414501","https://openalex.org/W2001958591","https://openalex.org/W2003347321","https://openalex.org/W2006479099","https://openalex.org/W2012806630","https://openalex.org/W2023583296","https://openalex.org/W2024204220","https://openalex.org/W2026969932","https://openalex.org/W2032744028","https://openalex.org/W2037316754","https://openalex.org/W2041628322","https://openalex.org/W2049624350","https://openalex.org/W2055284112","https://openalex.org/W2056306711","https://openalex.org/W2058150410","https://openalex.org/W2104921274","https://openalex.org/W2106082532","https://openalex.org/W2106268244","https://openalex.org/W2106676191","https://openalex.org/W2116289830","https://openalex.org/W2134353114","https://openalex.org/W2138890446","https://openalex.org/W2141069252","https://openalex.org/W2141981669","https://openalex.org/W2146696823","https://openalex.org/W2150798249","https://openalex.org/W2152708262","https://openalex.org/W2159365428","https://openalex.org/W2161477496","https://openalex.org/W2162041888","https://openalex.org/W2162739315","https://openalex.org/W2162895392","https://openalex.org/W2163956676","https://openalex.org/W2189410881","https://openalex.org/W2218534403","https://openalex.org/W2260763715","https://openalex.org/W2263806212","https://openalex.org/W2287291913","https://openalex.org/W2291326419","https://openalex.org/W2316872043","https://openalex.org/W2403486031","https://openalex.org/W2499806419","https://openalex.org/W2512173100","https://openalex.org/W2538565025","https://openalex.org/W2588651934","https://openalex.org/W2807185454","https://openalex.org/W2890184999","https://openalex.org/W2890999203","https://openalex.org/W2897447504","https://openalex.org/W2899467641","https://openalex.org/W2912854634","https://openalex.org/W2933607923","https://openalex.org/W2946686693","https://openalex.org/W2955914721","https://openalex.org/W2968242640","https://openalex.org/W3019920043","https://openalex.org/W3021679216","https://openalex.org/W3087764159","https://openalex.org/W4230772716","https://openalex.org/W4240079078","https://openalex.org/W4285719527","https://openalex.org/W4289556003","https://openalex.org/W6629454856","https://openalex.org/W6633558453","https://openalex.org/W6636510406","https://openalex.org/W6637071074","https://openalex.org/W6679984448","https://openalex.org/W6758244838","https://openalex.org/W6783099186"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W2894289927"],"abstract_inverted_index":{"Measures":[0],"are":[1,204],"essential":[2],"resources":[3],"to":[4,37,47,92,110,124,128,180,185,231],"improve":[5],"quality":[6],"and":[7,50,71,104,142,192,221,241],"control":[8],"costs":[9],"during":[10],"software":[11,21,112],"development.":[12],"One":[13],"of":[14,200,246,252],"the":[15,45,85,126,136,140,149,154,169,173,187,198,201,212,228,233,244,250,267],"main":[16],"factors":[17],"for":[18,53,100,139,147,167],"having":[19],"successful":[20],"measurement":[22,150,155],"programs":[23],"is":[24,76,143,193],"measure":[25,36,65,67],"trustworthiness,":[26],"defined":[27],"as":[28,165],"how":[29],"much":[30],"a":[31,35,94,130,262],"user":[32],"can":[33],"trust":[34],"use":[38,51,163,178,232],"it":[39,164,179,248],"with":[40,145],"confidence.":[41],"Such":[42],"confidence":[43],"enables":[44],"users":[46,156],"interpret":[48],"them":[49,52],"supporting":[54,79,101],"decision-making.":[55,182],"ISO/IEC":[56],"15939:2007":[57],"describes":[58],"four":[59,111,208],"stages":[60],"that":[61,96,259],"influence":[62],"such":[63],"interpretability:":[64],"selection,":[66],"validation,":[68,81],"threshold":[69],"definition,":[70],"data":[72,80,102],"validation.":[73],"The":[74,118],"literature":[75],"scarce":[77],"in":[78,108,210,265,270],"which":[82,129],"directly":[83],"impacts":[84],"measure's":[86],"trustworthiness":[87],"value.":[88],"This":[89],"article":[90],"aims":[91],"detail":[93],"method":[95,120,189,235,269],"uses":[97,121],"Bayesian":[98,122,170,174],"networks":[99,123],"validation":[103],"shows":[105],"its":[106],"application":[107],"practice":[109],"development":[113],"projects":[114],"from":[115],"one":[116,239],"company.":[117],"proposed":[119,188,213,234,268],"calculate":[125],"degree":[127],"collected":[131],"number":[132],"or":[133],"symbol":[134],"represents":[135],"real":[137],"value":[138],"measures":[141],"integrated":[144],"GQM":[146,159],"assessing":[148],"program's":[151],"goals.":[152],"First,":[153],"must":[157],"create":[158],"model":[160],"hierarchical":[161],"structures,":[162],"input":[166],"constructing":[168],"network,":[171,175],"validate":[172],"and,":[176],"finally,":[177],"support":[181,186],"A":[183],"tool":[184],"was":[190,261],"developed":[191],"freely":[194],"available.":[195],"Further,":[196],"herein,":[197],"results":[199],"case":[202],"study":[203],"presented.":[205],"We":[206],"identified":[207],"benefits":[209,245],"using":[211,247],"method:":[214],"Externalization,":[215],"Diagnosis":[216],"support,":[217],"Measure":[218],"interpretation":[219],"improvement,":[220],"Decision-making":[222],"support.":[223],"Given":[224],"this,":[225],"even":[226],"though":[227],"initial":[229],"effort":[230,251],"lasted,":[236],"on":[237],"average,":[238],"hour":[240],"fourteen":[242],"minutes,":[243],"outweighed":[249],"applying":[253],"it.":[254],"Therefore,":[255],"our":[256],"findings":[257],"suggest":[258],"there":[260],"positive":[263],"intention":[264],"adopting":[266],"practice.":[271]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}