{"id":"https://openalex.org/W2166468060","doi":"https://doi.org/10.1109/icsm.2001.972773","title":"Bayesian analysis of software cost and quality models","display_name":"Bayesian analysis of software cost and quality models","publication_year":2002,"publication_date":"2002-11-13","ids":{"openalex":"https://openalex.org/W2166468060","doi":"https://doi.org/10.1109/icsm.2001.972773","mag":"2166468060"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsm.2001.972773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5036056147","display_name":"Sunita Chulani","orcid":null},"institutions":[],"countries":["US"],"is_corresponding":true,"raw_author_name":"S. Chulani","raw_affiliation_strings":["IBM Research, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5036056147"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.698,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":34,"citation_normalized_percentile":{"value":0.905142,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":90},"biblio":{"volume":"132","issue":null,"first_page":"565","last_page":"568"},"is_retracted":false,"is_paratext":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":0.9996,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9954,"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":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7471911},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.71331185},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5273037},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49298474},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4471526},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37557185},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3306734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28824246},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.26817203},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11363509},{"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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsm.2001.972773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5,"id":"https://metadata.un.org/sdg/9"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":11,"referenced_works":["https://openalex.org/W1191192429","https://openalex.org/W1575961892","https://openalex.org/W190892087","https://openalex.org/W2024880014","https://openalex.org/W2110621571","https://openalex.org/W2126055227","https://openalex.org/W2156273867","https://openalex.org/W2245622047","https://openalex.org/W2798264002","https://openalex.org/W4206457894","https://openalex.org/W4247690662"],"related_works":["https://openalex.org/W4310720697","https://openalex.org/W3126516989","https://openalex.org/W3009785658","https://openalex.org/W2348097614","https://openalex.org/W2347219288","https://openalex.org/W2330787327","https://openalex.org/W2179540415","https://openalex.org/W2123249410","https://openalex.org/W2116911522","https://openalex.org/W2114379787"],"abstract_inverted_index":{"Due":[0],"to":[1,17,45,79,136],"the":[2,20,34,39,52,59,71,96,118,138,141,151,159,163],"pervasive":[3],"nature":[4],"of":[5,25,33,38,64,70,120,132,140,158],"software,":[6],"software-engineering":[7],"practitioners":[8],"have":[9,75],"continuously":[10],"expressed":[11],"their":[12,15],"concerns":[13],"over":[14],"inability":[16],"accurately":[18,57],"predict":[19,58],"cost,":[21,60],"schedule":[22,61],"and":[23,56,62,114,149],"quality":[24,63],"a":[26,66,105,156],"software":[27,40,53,67,84,111,146],"product":[28],"under":[29],"development.":[30],"Thus,":[31],"one":[32],"most":[35,87],"important":[36],"objectives":[37],"engineering":[41,112,147],"community":[42],"has":[43,94,115],"been":[44,76,95],"develop":[46],"useful":[47],"models":[48,74,123],"that":[49,124],"constructively":[50],"explain":[51,137],"development":[54,119],"lifecycle":[55],"developing":[65],"product.":[68],"Most":[69],"existing":[72],"parametric":[73],"empirically":[77],"calibrated":[78],"actual":[80],"data":[81,113,148],"from":[82],"completed":[83],"projects.":[85],"The":[86,130],"commonly":[88],"used":[89],"technique":[90],"for":[91,145],"empirical":[92,122],"calibration":[93],"popular":[97],"classical":[98],"multiple":[99,142,164],"regression":[100,143,165],"approach.":[101,166],"This":[102],"approach":[103,144,153],"imposes":[104],"few":[106,157],"restrictions":[107],"often":[108],"violated":[109],"by":[110,162],"resulted":[116],"in":[117],"inaccurate":[121],"do":[125],"not":[126],"perform":[127],"very":[128],"well.":[129],"focus":[131],"this":[133],"dissertation":[134],"is":[135],"drawbacks":[139],"discuss":[150],"Bayesian":[152],"which":[154],"alleviates":[155],"problems":[160],"faced":[161]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2166468060","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2025-01-02T21:01:44.930659","created_date":"2016-06-24"}