{"id":"https://openalex.org/W2048602891","doi":"https://doi.org/10.5220/0005099203770382","title":"Defect Prediction over Software Life Cycle in Automotive Domain - State of the Art and Road Map for Future","display_name":"Defect Prediction over Software Life Cycle in Automotive Domain - State of the Art and Road Map for Future","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2048602891","doi":"https://doi.org/10.5220/0005099203770382","mag":"2048602891"},"language":"en","primary_location":{"id":"doi:10.5220/0005099203770382","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005099203770382","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Software Engineering and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005099203770382","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101500461","display_name":"Rakesh Rana","orcid":"https://orcid.org/0000-0002-0819-2516"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Rakesh Rana","raw_affiliation_strings":["Chalmers and University of Gothenburg, Sweden","Computer Science and Engineering, Chalmers | University of Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chalmers and University of Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]},{"raw_affiliation_string":"Computer Science and Engineering, Chalmers | University of Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074020697","display_name":"Miroslaw Staron","orcid":"https://orcid.org/0000-0002-9052-0864"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Miroslaw Staron","raw_affiliation_strings":["Chalmers and University of Gothenburg, Sweden","Computer Science and Engineering, Chalmers | University of Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chalmers and University of Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]},{"raw_affiliation_string":"Computer Science and Engineering, Chalmers | University of Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111439626","display_name":"J\u00f6rgen Hansson","orcid":null},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"J\u00f6rgen Hansson","raw_affiliation_strings":["Chalmers and University of Gothenburg, Sweden","Computer Science and Engineering, Chalmers | University of Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chalmers and University of Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]},{"raw_affiliation_string":"Computer Science and Engineering, Chalmers | University of Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016808355","display_name":"Martin Nilsson","orcid":"https://orcid.org/0000-0002-7504-0328"},"institutions":[{"id":"https://openalex.org/I1340210623","display_name":"Volvo (Sweden)","ror":"https://ror.org/05b6ypc36","country_code":"SE","type":"company","lineage":["https://openalex.org/I1340210623"]},{"id":"https://openalex.org/I4387153628","display_name":"Volvo Cars (Sweden)","ror":"https://ror.org/005n5zv88","country_code":null,"type":"company","lineage":["https://openalex.org/I4210153393","https://openalex.org/I4387153628"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Martin Nilsson","raw_affiliation_strings":["Volvo Car Group, Sweden","Volvo car group, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Volvo Car Group, Sweden","institution_ids":["https://openalex.org/I1340210623","https://openalex.org/I4387153628"]},{"raw_affiliation_string":"Volvo car group, Gothenburg, Sweden","institution_ids":["https://openalex.org/I1340210623","https://openalex.org/I4387153628"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2576,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88183186,"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":"377","last_page":"382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9998999834060669,"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/T10260","display_name":"Software Engineering Research","score":0.9991999864578247,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9979000091552734,"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/dependability","display_name":"Dependability","score":0.6781308650970459},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.6339081525802612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6271382570266724},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.6076797246932983},{"id":"https://openalex.org/keywords/verification-and-validation","display_name":"Verification and validation","score":0.5655895471572876},{"id":"https://openalex.org/keywords/package-development-process","display_name":"Package development process","score":0.5598360300064087},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5548490285873413},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.5301662087440491},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5215539932250977},{"id":"https://openalex.org/keywords/domain-engineering","display_name":"Domain engineering","score":0.5210577845573425},{"id":"https://openalex.org/keywords/personal-software-process","display_name":"Personal software process","score":0.5115052461624146},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49812793731689453},{"id":"https://openalex.org/keywords/software-sizing","display_name":"Software sizing","score":0.4945316016674042},{"id":"https://openalex.org/keywords/avionics-software","display_name":"Avionics software","score":0.47929614782333374},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.4675069749355316},{"id":"https://openalex.org/keywords/social-software-engineering","display_name":"Social software engineering","score":0.45431941747665405},{"id":"https://openalex.org/keywords/systems-development-life-cycle","display_name":"Systems development life cycle","score":0.45399436354637146},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.43082377314567566},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4011715352535248},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2599228620529175},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13355231285095215}],"concepts":[{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.6781308650970459},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.6339081525802612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6271382570266724},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.6076797246932983},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.5655895471572876},{"id":"https://openalex.org/C123551368","wikidata":"https://www.wikidata.org/wiki/Q7122888","display_name":"Package development process","level":5,"score":0.5598360300064087},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5548490285873413},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.5301662087440491},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5215539932250977},{"id":"https://openalex.org/C5977032","wikidata":"https://www.wikidata.org/wiki/Q5289815","display_name":"Domain engineering","level":5,"score":0.5210577845573425},{"id":"https://openalex.org/C39890963","wikidata":"https://www.wikidata.org/wiki/Q1702721","display_name":"Personal software process","level":5,"score":0.5115052461624146},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49812793731689453},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.4945316016674042},{"id":"https://openalex.org/C109905503","wikidata":"https://www.wikidata.org/wiki/Q4828920","display_name":"Avionics software","level":5,"score":0.47929614782333374},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.4675069749355316},{"id":"https://openalex.org/C182500959","wikidata":"https://www.wikidata.org/wiki/Q7551380","display_name":"Social software engineering","level":5,"score":0.45431941747665405},{"id":"https://openalex.org/C120617098","wikidata":"https://www.wikidata.org/wiki/Q559486","display_name":"Systems development life cycle","level":5,"score":0.45399436354637146},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.43082377314567566},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4011715352535248},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2599228620529175},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13355231285095215},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0005099203770382","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005099203770382","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Software Engineering and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:research.chalmers.se:528160","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/8fdbeb33-c3dc-4a19-9d7c-784bd8d96eba","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.5220/0005099203770382","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005099203770382","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Software Engineering and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1864326261","https://openalex.org/W1965970907","https://openalex.org/W1975051432","https://openalex.org/W1996994089","https://openalex.org/W2007658902","https://openalex.org/W2021948416","https://openalex.org/W2057780988","https://openalex.org/W2065494290","https://openalex.org/W2088305938","https://openalex.org/W2101728371","https://openalex.org/W2103976456","https://openalex.org/W2134062730","https://openalex.org/W2149493527","https://openalex.org/W2160958420"],"related_works":["https://openalex.org/W2386792163","https://openalex.org/W1134447560","https://openalex.org/W3046308267","https://openalex.org/W3149682457","https://openalex.org/W3105511281","https://openalex.org/W2120357870","https://openalex.org/W2070983362","https://openalex.org/W2045909525","https://openalex.org/W2904434925","https://openalex.org/W2141704096"],"abstract_inverted_index":{"Software":[0],"today":[1],"provides":[2],"an":[3,40,73],"important":[4,41],"and":[5,12,22,32,55,62,65,79,95,118,125],"vital":[6],"role":[7],"in":[8,15,82,87],"providing":[9],"the":[10,88,93],"functionality":[11],"user":[13,126],"experience":[14],"automotive":[16,89],"domain.":[17,90],"With":[18],"ever":[19],"increasing":[20],"size":[21],"complexity":[23],"of":[24,44,75,103,106],"software":[25,35,45,64,84,107,115],"together":[26],"with":[27],"high":[28],"demands":[29],"on":[30,92],"quality":[31],"dependability,":[33],"managing":[34],"development":[36,116],"process":[37],"effectively":[38],"is":[39],"challenge.":[42],"Methods":[43],"defect":[46,76],"predictions":[47],"provide":[48,111],"useful":[49,112],"information":[50],"for":[51],"optimal":[52],"resource":[53],"allocation":[54],"release":[56],"planning;":[57],"they":[58],"also":[59],"help":[60],"track":[61],"model":[63],"system":[66],"reliability.":[67],"In":[68],"this":[69],"paper":[70],"we":[71,98],"present":[72],"overview":[74,94],"prediction":[77],"methods":[78],"their":[80],"applicability":[81],"different":[83],"lifecycle":[85],"phases":[86],"Based":[91],"current":[96],"trends":[97],"identify":[99],"that":[100],"close":[101],"monitoring":[102],"inservice":[104],"performance":[105],"based":[108],"systems":[109],"will":[110],"feedback":[113],"to":[114,121],"teams":[117],"allow":[119],"them":[120],"develop":[122],"more":[123],"robust":[124],"friendly":[127],"systems.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
