{"id":"https://openalex.org/W4388240314","doi":"https://doi.org/10.1109/access.2023.3329732","title":"An Extended Survey Concerning the Significance of Artificial Intelligence and Machine Learning Techniques for Bug Triage and Management","display_name":"An Extended Survey Concerning the Significance of Artificial Intelligence and Machine Learning Techniques for Bug Triage and Management","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388240314","doi":"https://doi.org/10.1109/access.2023.3329732"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3329732","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3329732","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10305170.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":null,"license_id":null,"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/ielx7/6287639/6514899/10305170.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068230542","display_name":"R\u0103zvan Bocu","orcid":"https://orcid.org/0000-0001-6577-1904"},"institutions":[{"id":"https://openalex.org/I3123573182","display_name":"Transylvania University of Bra\u0219ov","ror":"https://ror.org/01cg9ws23","country_code":"RO","type":"education","lineage":["https://openalex.org/I3123573182"]},{"id":"https://openalex.org/I4210095246","display_name":"Siemens (Romania)","ror":"https://ror.org/00sexkk33","country_code":"RO","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210095246"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Razvan Bocu","raw_affiliation_strings":["Department of Mathematics and Computer Science, Transilvania University of Bra&#x015F;ov, Bra&#x015F;ov, Romania","Department of Research and Technology, Siemens Industry Software, Romania"],"raw_orcid":"https://orcid.org/0000-0001-6577-1904","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Transilvania University of Bra&#x015F;ov, Bra&#x015F;ov, Romania","institution_ids":["https://openalex.org/I3123573182"]},{"raw_affiliation_string":"Department of Research and Technology, Siemens Industry Software, Romania","institution_ids":["https://openalex.org/I4210095246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080863505","display_name":"Alexandra B\u0103icoianu","orcid":"https://orcid.org/0000-0002-1264-3404"},"institutions":[{"id":"https://openalex.org/I3123573182","display_name":"Transylvania University of Bra\u0219ov","ror":"https://ror.org/01cg9ws23","country_code":"RO","type":"education","lineage":["https://openalex.org/I3123573182"]},{"id":"https://openalex.org/I4210095246","display_name":"Siemens (Romania)","ror":"https://ror.org/00sexkk33","country_code":"RO","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210095246"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Alexandra Baicoianu","raw_affiliation_strings":["Department of Mathematics and Computer Science, Transilvania University of Bra&#x015F;ov, Bra&#x015F;ov, Romania","Department of Research and Technology, Siemens Industry Software, Romania"],"raw_orcid":"https://orcid.org/0000-0002-1264-3404","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Transilvania University of Bra&#x015F;ov, Bra&#x015F;ov, Romania","institution_ids":["https://openalex.org/I3123573182"]},{"raw_affiliation_string":"Department of Research and Technology, Siemens Industry Software, Romania","institution_ids":["https://openalex.org/I4210095246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002199015","display_name":"Arpad Kerestely","orcid":"https://orcid.org/0000-0002-8918-2888"},"institutions":[{"id":"https://openalex.org/I4210095246","display_name":"Siemens (Romania)","ror":"https://ror.org/00sexkk33","country_code":"RO","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210095246"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Arpad Kerestely","raw_affiliation_strings":["Department of Research and Technology, Siemens Industry Software, Bra&#x015F;ov, Romania"],"raw_orcid":"https://orcid.org/0000-0002-8918-2888","affiliations":[{"raw_affiliation_string":"Department of Research and Technology, Siemens Industry Software, Bra&#x015F;ov, Romania","institution_ids":["https://openalex.org/I4210095246"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068230542"],"corresponding_institution_ids":["https://openalex.org/I3123573182","https://openalex.org/I4210095246"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.381,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.96003382,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"123924","last_page":"123937"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994999766349792,"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":0.9994999766349792,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9872000217437744,"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":0.7749245166778564},{"id":"https://openalex.org/keywords/triage","display_name":"Triage","score":0.7400305271148682},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6288204193115234},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5465084314346313},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.5298238396644592},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5070915222167969},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46258044242858887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45749008655548096},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.45093995332717896},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.4409114122390747},{"id":"https://openalex.org/keywords/personal-software-process","display_name":"Personal software process","score":0.42971378564834595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3677229583263397},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.19351670145988464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7749245166778564},{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.7400305271148682},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6288204193115234},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5465084314346313},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.5298238396644592},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5070915222167969},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46258044242858887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45749008655548096},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.45093995332717896},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.4409114122390747},{"id":"https://openalex.org/C39890963","wikidata":"https://www.wikidata.org/wiki/Q1702721","display_name":"Personal software process","level":5,"score":0.42971378564834595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3677229583263397},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.19351670145988464},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","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":2,"locations":[{"id":"doi:10.1109/access.2023.3329732","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3329732","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10305170.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d7e23ae9fc684faaa0a4d16c28a32091","is_oa":true,"landing_page_url":"https://doaj.org/article/d7e23ae9fc684faaa0a4d16c28a32091","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 123924-123937 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3329732","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3329732","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10305170.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388240314.pdf","grobid_xml":"https://content.openalex.org/works/W4388240314.grobid-xml"},"referenced_works_count":106,"referenced_works":["https://openalex.org/W180288257","https://openalex.org/W1024906986","https://openalex.org/W1877019069","https://openalex.org/W1980229876","https://openalex.org/W2005501262","https://openalex.org/W2007960989","https://openalex.org/W2016106187","https://openalex.org/W2061407086","https://openalex.org/W2065144442","https://openalex.org/W2081900506","https://openalex.org/W2089509914","https://openalex.org/W2099821052","https://openalex.org/W2105786287","https://openalex.org/W2108630796","https://openalex.org/W2113351233","https://openalex.org/W2132178369","https://openalex.org/W2136213879","https://openalex.org/W2139060038","https://openalex.org/W2140190241","https://openalex.org/W2214054289","https://openalex.org/W2417608402","https://openalex.org/W2524848955","https://openalex.org/W2554710646","https://openalex.org/W2607570565","https://openalex.org/W2611341353","https://openalex.org/W2616916909","https://openalex.org/W2617591873","https://openalex.org/W2626263666","https://openalex.org/W2748180511","https://openalex.org/W2767055473","https://openalex.org/W2767483440","https://openalex.org/W2883000515","https://openalex.org/W2885326902","https://openalex.org/W2887004133","https://openalex.org/W2913228078","https://openalex.org/W2921132528","https://openalex.org/W2925014788","https://openalex.org/W2931757967","https://openalex.org/W2939025323","https://openalex.org/W2946475833","https://openalex.org/W2946794601","https://openalex.org/W2948686890","https://openalex.org/W2951098173","https://openalex.org/W2953798723","https://openalex.org/W2963035373","https://openalex.org/W2963548617","https://openalex.org/W2966487558","https://openalex.org/W2971521116","https://openalex.org/W2971987706","https://openalex.org/W2973769099","https://openalex.org/W2978090988","https://openalex.org/W2979450652","https://openalex.org/W2980281552","https://openalex.org/W2992113183","https://openalex.org/W2999843577","https://openalex.org/W3003974471","https://openalex.org/W3006018759","https://openalex.org/W3009106352","https://openalex.org/W3009354849","https://openalex.org/W3009421588","https://openalex.org/W3009853975","https://openalex.org/W3011239725","https://openalex.org/W3014403705","https://openalex.org/W3022133544","https://openalex.org/W3030976693","https://openalex.org/W3035575539","https://openalex.org/W3041986466","https://openalex.org/W3045904382","https://openalex.org/W3067486188","https://openalex.org/W3081785379","https://openalex.org/W3082153776","https://openalex.org/W3082272121","https://openalex.org/W3083353120","https://openalex.org/W3098371428","https://openalex.org/W3103682890","https://openalex.org/W3107702072","https://openalex.org/W3107759074","https://openalex.org/W3107773339","https://openalex.org/W3110845443","https://openalex.org/W3119554061","https://openalex.org/W3119962516","https://openalex.org/W3121027264","https://openalex.org/W3124108827","https://openalex.org/W3126007982","https://openalex.org/W3128679385","https://openalex.org/W3134570971","https://openalex.org/W3149438326","https://openalex.org/W3179928917","https://openalex.org/W3183277937","https://openalex.org/W3201334186","https://openalex.org/W3216757561","https://openalex.org/W4206588522","https://openalex.org/W4210818328","https://openalex.org/W4212780753","https://openalex.org/W4220734585","https://openalex.org/W4220968776","https://openalex.org/W4231510805","https://openalex.org/W4235871198","https://openalex.org/W4310914524","https://openalex.org/W6639619044","https://openalex.org/W6678787281","https://openalex.org/W6737987469","https://openalex.org/W6739297389","https://openalex.org/W6758437989","https://openalex.org/W6781334581","https://openalex.org/W6804274378"],"related_works":["https://openalex.org/W2566085182","https://openalex.org/W2624931379","https://openalex.org/W983931886","https://openalex.org/W2886008366","https://openalex.org/W2089398781","https://openalex.org/W2157556366","https://openalex.org/W2108773545","https://openalex.org/W2134109003","https://openalex.org/W1519826938","https://openalex.org/W4211055703"],"abstract_inverted_index":{"Bug":[0],"reports":[1],"are":[2,65,140],"generated":[3],"in":[4,12,101,168],"large":[5],"numbers":[6],"during":[7],"the":[8,13,32,62,95,102,111,146,155],"software":[9,14,34,96,132,169],"development":[10,35,97],"processes":[11],"industry.":[15,105],"The":[16,126],"manual":[17],"processing":[18],"of":[19,61],"these":[20],"issues":[21],"is":[22],"usually":[23],"time":[24],"consuming":[25],"and":[26,43,59,71,75,81,98,118,131,152,172,179],"prone":[27],"to":[28,56],"errors,":[29],"consequently":[30],"delaying":[31],"entire":[33],"process.":[36],"Thus,":[37],"a":[38,77,158],"properly":[39],"designed":[40],"bug":[41,54,79,170],"triage":[42,80,171],"management":[44,82,173],"process":[45,83,100],"implies":[46],"that":[47,139],"essential":[48,86],"operations,":[49],"such":[50],"as":[51,90],"duplicate":[52],"detection,":[53],"assignments":[55],"proper":[57,78],"developers,":[58],"determination":[60],"importance":[63],"level,":[64],"sustained":[66],"by":[67,144],"efficient":[68],"algorithmic":[69,130],"models":[70],"implementation":[72],"approaches.":[73],"Designing":[74],"implementing":[76],"becomes":[84],"an":[85],"scientific":[87,115,160],"research":[88,150],"topic,":[89],"it":[91,121],"may":[92],"significantly":[93],"optimize":[94],"business":[99],"information":[103],"technology":[104],"Consequently,":[106],"this":[107],"paper":[108,127,156],"thoroughly":[109],"surveys":[110],"most":[112,147],"significant":[113],"related":[114],"contributions":[116],"analytically":[117],"constructively,":[119],"distinguishing":[120],"from":[122],"similar":[123],"survey":[124,162],"papers.":[125],"proposes":[128],"optimal":[129],"solutions":[133],"for":[134,163],"particular":[135],"real-world":[136],"use":[137],"cases":[138],"analyzed.":[141],"It":[142],"concludes":[143],"presenting":[145],"important":[148],"open":[149],"questions":[151],"challenges.":[153],"Additionally,":[154],"provides":[157],"valuable":[159],"literature":[161],"any":[164],"researcher":[165],"or":[166],"practitioner":[167],"systems":[174],"based":[175],"on":[176],"artificial":[177],"intelligence":[178],"machine":[180],"learning":[181],"techniques.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
