{"id":"https://openalex.org/W4285251253","doi":"https://doi.org/10.1109/tse.2022.3184842","title":"Scalable and Accurate Test Case Prioritization in Continuous Integration Contexts","display_name":"Scalable and Accurate Test Case Prioritization in Continuous Integration Contexts","publication_year":2022,"publication_date":"2022-06-20","ids":{"openalex":"https://openalex.org/W4285251253","doi":"https://doi.org/10.1109/tse.2022.3184842"},"language":"en","primary_location":{"id":"doi:10.1109/tse.2022.3184842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tse.2022.3184842","pdf_url":null,"source":{"id":"https://openalex.org/S8351582","display_name":"IEEE Transactions on Software Engineering","issn_l":"0098-5589","issn":["0098-5589","1939-3520","2326-3881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Software Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2109.13168","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074972261","display_name":"Ahmadreza Saboor Yaraghi","orcid":"https://orcid.org/0000-0002-1922-3234"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ahmadreza Saboor Yaraghi","raw_affiliation_strings":["School of EECS, University of Ottawa, Ottawa, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-1922-3234","affiliations":[{"raw_affiliation_string":"School of EECS, University of Ottawa, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016491411","display_name":"Mojtaba Bagherzadeh","orcid":"https://orcid.org/0000-0002-0253-671X"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mojtaba Bagherzadeh","raw_affiliation_strings":["School of EECS, University of Ottawa, Ottawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of EECS, University of Ottawa, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037859042","display_name":"Naf\u0131seh Kahani","orcid":null},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nafiseh Kahani","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078533117","display_name":"Lionel Briand","orcid":"https://orcid.org/0000-0002-1393-1010"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]},{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["CA","LU"],"is_corresponding":false,"raw_author_name":"Lionel C. Briand","raw_affiliation_strings":["School of EECS, University of Ottawa, Ottawa, ON, Canada","SnT Centre for Security, Reliability and Trust, University of Luxembourg, Esch-sur-Alzette, Luxembourg"],"raw_orcid":"https://orcid.org/0000-0002-1393-1010","affiliations":[{"raw_affiliation_string":"School of EECS, University of Ottawa, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I153718931"]},{"raw_affiliation_string":"SnT Centre for Security, Reliability and Trust, University of Luxembourg, Esch-sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.2278,"has_fulltext":true,"cited_by_count":63,"citation_normalized_percentile":{"value":0.99299229,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"49","issue":"4","first_page":"1615","last_page":"1639"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"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":0.9998999834060669,"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":0.9998000264167786,"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/computer-science","display_name":"Computer science","score":0.8493313789367676},{"id":"https://openalex.org/keywords/regression-testing","display_name":"Regression testing","score":0.7306348085403442},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6272332668304443},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5142135620117188},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.5086596608161926},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.486903578042984},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.443952351808548},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4357432425022125},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4282737970352173},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4143759608268738},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4124807119369507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3273041248321533},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.26500633358955383},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1324438452720642}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8493313789367676},{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.7306348085403442},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6272332668304443},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5142135620117188},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.5086596608161926},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.486903578042984},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.443952351808548},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4357432425022125},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4282737970352173},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4143759608268738},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4124807119369507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3273041248321533},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.26500633358955383},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1324438452720642},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tse.2022.3184842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tse.2022.3184842","pdf_url":null,"source":{"id":"https://openalex.org/S8351582","display_name":"IEEE Transactions on Software Engineering","issn_l":"0098-5589","issn":["0098-5589","1939-3520","2326-3881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2109.13168","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.13168","pdf_url":"https://arxiv.org/pdf/2109.13168","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:orbilu.uni.lu:10993/53817","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/53817","pdf_url":"https://orbilu.uni.lu/bitstream/10993/53817/1/2109.13168.pdf","source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Software Engineering (2023)","raw_type":"http://purl.org/coar/resource_type/c_6501"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2109.13168","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.13168","pdf_url":"https://arxiv.org/pdf/2109.13168","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.47999998927116394}],"awards":[],"funders":[{"id":"https://openalex.org/F4320314000","display_name":"Compute Canada","ror":"https://ror.org/03ty8yr27"},{"id":"https://openalex.org/F4320322675","display_name":"Mitacs","ror":"https://ror.org/00cjrc276"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1552767446","https://openalex.org/W1566289585","https://openalex.org/W1678356000","https://openalex.org/W1974758710","https://openalex.org/W1990589796","https://openalex.org/W1991292921","https://openalex.org/W1995481906","https://openalex.org/W2011253974","https://openalex.org/W2024395742","https://openalex.org/W2045837563","https://openalex.org/W2046747375","https://openalex.org/W2097186696","https://openalex.org/W2102932947","https://openalex.org/W2104420598","https://openalex.org/W2108862644","https://openalex.org/W2110068396","https://openalex.org/W2143470595","https://openalex.org/W2146648240","https://openalex.org/W2151074137","https://openalex.org/W2159614205","https://openalex.org/W2162059449","https://openalex.org/W2163930361","https://openalex.org/W2164519300","https://openalex.org/W2295598076","https://openalex.org/W2493367103","https://openalex.org/W2529805005","https://openalex.org/W2547999707","https://openalex.org/W2583788916","https://openalex.org/W2591823109","https://openalex.org/W2703757306","https://openalex.org/W2733244695","https://openalex.org/W2734711024","https://openalex.org/W2763463216","https://openalex.org/W2764012260","https://openalex.org/W2895807070","https://openalex.org/W2899067106","https://openalex.org/W2899407111","https://openalex.org/W2911964244","https://openalex.org/W2913200795","https://openalex.org/W2951519803","https://openalex.org/W2963023085","https://openalex.org/W2965062036","https://openalex.org/W2980731667","https://openalex.org/W2995134971","https://openalex.org/W3003809985","https://openalex.org/W3011815919","https://openalex.org/W3023833538","https://openalex.org/W3042750271","https://openalex.org/W3046754660","https://openalex.org/W3089854626","https://openalex.org/W3093873477","https://openalex.org/W3094268716","https://openalex.org/W3094358887","https://openalex.org/W3109742023","https://openalex.org/W3121939465","https://openalex.org/W3152154974","https://openalex.org/W3176989815","https://openalex.org/W3177739655","https://openalex.org/W4239510810","https://openalex.org/W4240062581","https://openalex.org/W4241092626","https://openalex.org/W4247348948","https://openalex.org/W4254089369","https://openalex.org/W6632992187","https://openalex.org/W6737135848","https://openalex.org/W6755207826"],"related_works":["https://openalex.org/W2335661150","https://openalex.org/W2552622004","https://openalex.org/W2315612914","https://openalex.org/W3102712816","https://openalex.org/W2899067106","https://openalex.org/W3027778780","https://openalex.org/W2163591388","https://openalex.org/W111543512","https://openalex.org/W2899576637","https://openalex.org/W2320042378"],"abstract_inverted_index":{"Continuous":[0],"Integration":[1],"(CI)":[2],"requires":[3],"efficient":[4],"regression":[5,25,103,181],"testing":[6,26,104,182],"to":[7,23,42,59,100,165],"ensure":[8],"software":[9,173],"quality":[10],"without":[11],"significantly":[12],"delaying":[13],"its":[14],"CI":[15,135],"builds.":[16,111],"This":[17],"warrants":[18],"the":[19,37,62,85,91,167,191,208,213,216,220,229,236],"need":[20],"for":[21,79,89,170],"techniques":[22,34,58],"reduce":[24],"time,":[27,207,227],"such":[28],"as":[29,45,47],"Test":[30],"Case":[31],"Prioritization":[32],"(TCP)":[33],"that":[35,125,150],"prioritize":[36],"execution":[38],"of":[39,67,71,77,93,109,148,210,215,222,238],"test":[40],"cases":[41],"detect":[43],"faults":[44],"early":[46],"possible.":[48],"Many":[49],"recent":[50],"TCP":[51,94,224,240],"studies":[52],"employ":[53],"various":[54],"Machine":[55],"Learning":[56],"(ML)":[57],"deal":[60],"with":[61,175],"dynamic":[63],"and":[64,83,106,129,163,179,228,235],"complex":[65],"nature":[66],"CI.":[68],"However,":[69],"most":[70],"them":[72],"use":[73],"a":[74,119,122,133,145,195],"limited":[75],"number":[76,108],"features":[78,149,153,169,217],"training":[80],"ML":[81],"models":[82,86,225],"evaluate":[84],"on":[87,139,190,218],"subjects":[88],"which":[90],"application":[92],"makes":[95],"little":[96],"practical":[97],"sense,":[98],"due":[99],"their":[101,130],"small":[102],"time":[105,234],"low":[107],"failed":[110,177],"In":[112],"this":[113,140],"work,":[114],"we":[115,143,160,199],"first":[116],"define,":[117],"at":[118,184],"conceptual":[120],"level,":[121],"data":[123,127,141,205,232],"model":[124],"captures":[126],"sources":[128],"relations":[131],"in":[132],"typical":[134],"environment.":[136],"Second,":[137],"based":[138],"model,":[142],"define":[144],"comprehensive":[146,196],"set":[147],"covers":[151],"all":[152],"previously":[154],"used":[155],"by":[156],"related":[157],"studies.":[158],"Third,":[159],"develop":[161],"methods":[162],"tools":[164],"collect":[166],"defined":[168],"25":[171],"open-source":[172],"systems":[174],"enough":[176],"builds":[178],"whose":[180],"takes":[183],"least":[185],"five":[186],"minutes.":[187],"Fourth,":[188],"relying":[189],"collected":[192],"dataset":[193],"containing":[194],"feature":[197],"set,":[198],"answer":[200],"four":[201],"research":[202],"questions":[203],"concerning":[204],"collection":[206,233],"effectiveness":[209,237],"ML-based":[211,223,239],"TCP,":[212],"impact":[214],"effectiveness,":[219],"decay":[221],"over":[226],"trade-off":[230],"between":[231],"techniques.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}