{"id":"https://openalex.org/W2089850018","doi":"https://doi.org/10.1016/s0950-5849(02)00163-5","title":"On the use of Bayesian belief networks for the prediction of software productivity","display_name":"On the use of Bayesian belief networks for the prediction of software productivity","publication_year":2002,"publication_date":"2002-12-30","ids":{"openalex":"https://openalex.org/W2089850018","doi":"https://doi.org/10.1016/s0950-5849(02)00163-5","mag":"2089850018"},"language":"en","primary_location":{"id":"doi:10.1016/s0950-5849(02)00163-5","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0950-5849(02)00163-5","pdf_url":null,"source":{"id":"https://openalex.org/S205010575","display_name":"Information and Software Technology","issn_l":"0950-5849","issn":["0950-5849","1873-6025"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information and Software Technology","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/A5009279802","display_name":"Ioannis Stamelos","orcid":"https://orcid.org/0000-0001-9440-3633"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"I. Stamelos","raw_affiliation_strings":["Department of Informatics, Aristotle University of Thessaloniki, 54006 Thessaloniki, Greece","Department of Informatics, Aristotle University of Thessaloniki, 54006, Thessaloniki, GREECE#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, 54006 Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, 54006, Thessaloniki, GREECE#TAB#","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008070273","display_name":"Lefteris Angelis","orcid":"https://orcid.org/0000-0002-6677-4039"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"L. Angelis","raw_affiliation_strings":["Department of Informatics, Aristotle University of Thessaloniki, 54006 Thessaloniki, Greece","Department of Informatics, Aristotle University of Thessaloniki, 54006, Thessaloniki, GREECE#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, 54006 Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, 54006, Thessaloniki, GREECE#TAB#","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074671567","display_name":"P. Dimou","orcid":null},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"P. Dimou","raw_affiliation_strings":["Department of Informatics, Aristotle University of Thessaloniki, 54006 Thessaloniki, Greece","Department of Informatics, Aristotle University of Thessaloniki, 54006, Thessaloniki, GREECE#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, 54006 Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, 54006, Thessaloniki, GREECE#TAB#","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030973960","display_name":"E. Sakellaris","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166692","display_name":"SingularLogic (Greece)","ror":"https://ror.org/05xere368","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210166692"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"E. Sakellaris","raw_affiliation_strings":["Singular International, 10A Dodekanisou Str., 54626 Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Singular International, 10A Dodekanisou Str., 54626 Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210166692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009279802"],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":7.6532,"has_fulltext":false,"cited_by_count":112,"citation_normalized_percentile":{"value":0.97091372,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"45","issue":"1","first_page":"51","last_page":"60"},"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":0.9994000196456909,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.7337077260017395},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.714949369430542},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.637425422668457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6017469167709351},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5201818943023682},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.49610719084739685},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43574416637420654},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4337542653083801},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.43245378136634827},{"id":"https://openalex.org/keywords/expert-opinion","display_name":"Expert opinion","score":0.41857343912124634},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.41344591975212097},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3819037079811096},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3439365029335022},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3310924768447876},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3006848096847534},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.20442190766334534}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.7337077260017395},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.714949369430542},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.637425422668457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6017469167709351},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5201818943023682},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.49610719084739685},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43574416637420654},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4337542653083801},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.43245378136634827},{"id":"https://openalex.org/C3020580240","wikidata":"https://www.wikidata.org/wiki/Q663272","display_name":"Expert opinion","level":2,"score":0.41857343912124634},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.41344591975212097},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3819037079811096},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3439365029335022},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3310924768447876},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3006848096847534},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.20442190766334534},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/s0950-5849(02)00163-5","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0950-5849(02)00163-5","pdf_url":null,"source":{"id":"https://openalex.org/S205010575","display_name":"Information and Software Technology","issn_l":"0950-5849","issn":["0950-5849","1873-6025"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information and Software Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1741388830","https://openalex.org/W1994853484","https://openalex.org/W2029696544","https://openalex.org/W2032859875","https://openalex.org/W2087425197","https://openalex.org/W2101728371","https://openalex.org/W2130886268","https://openalex.org/W2132988567","https://openalex.org/W2135452472","https://openalex.org/W2159080219","https://openalex.org/W2171816001","https://openalex.org/W2551072204","https://openalex.org/W4242080301"],"related_works":["https://openalex.org/W2389542812","https://openalex.org/W2381894592","https://openalex.org/W2030629278","https://openalex.org/W4235667779","https://openalex.org/W1752292405","https://openalex.org/W1743181070","https://openalex.org/W2788335062","https://openalex.org/W1508345308","https://openalex.org/W2350884229","https://openalex.org/W2024760185"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}