{"id":"https://openalex.org/W4401420688","doi":"https://doi.org/10.1145/3643656.3643897","title":"Flaky Tests in the AI Domain","display_name":"Flaky Tests in the AI Domain","publication_year":2024,"publication_date":"2024-04-14","ids":{"openalex":"https://openalex.org/W4401420688","doi":"https://doi.org/10.1145/3643656.3643897"},"language":"en","primary_location":{"id":"doi:10.1145/3643656.3643897","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643656.3643897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Flaky Tests","raw_type":"proceedings-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/A5087359574","display_name":"P\u00e9ter Attila Soha","orcid":"https://orcid.org/0000-0003-1556-8267"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Peter Attila Soha","raw_affiliation_strings":["University of Szeged, Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0003-1556-8267","affiliations":[{"raw_affiliation_string":"University of Szeged, Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037918540","display_name":"B\u00e9la Vancsics","orcid":"https://orcid.org/0000-0003-4584-3733"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Bela Vancsics","raw_affiliation_strings":["University of Szeged, Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0003-4584-3733","affiliations":[{"raw_affiliation_string":"University of Szeged, Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082626673","display_name":"Tam\u00e1s Gergely","orcid":"https://orcid.org/0000-0001-7504-3580"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Tam\u00e1s Gergely","raw_affiliation_strings":["University of Szeged, Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-7504-3580","affiliations":[{"raw_affiliation_string":"University of Szeged, Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087453406","display_name":"\u00c1rp\u00e1d Besz\u00e9des","orcid":"https://orcid.org/0000-0002-5421-9302"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Arpad Beszedes","raw_affiliation_strings":["University of Szeged, Szeged, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-5421-9302","affiliations":[{"raw_affiliation_string":"University of Szeged, Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11990903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"20","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9932000041007996,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9671000242233276,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.6167352199554443},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4700029492378235},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09824672341346741}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6167352199554443},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4700029492378235},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09824672341346741},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3643656.3643897","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643656.3643897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Flaky Tests","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2026926213","https://openalex.org/W2138428785","https://openalex.org/W2955940099","https://openalex.org/W2999072931","https://openalex.org/W3043238989","https://openalex.org/W3106532184","https://openalex.org/W3194175074","https://openalex.org/W4282585528","https://openalex.org/W4312713620","https://openalex.org/W4384345654"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"In":[0],"this":[1],"position":[2],"paper,":[3],"we":[4,50],"investigate":[5],"how":[6],"frequently":[7],"is":[8,45],"randomness":[9,70],"the":[10,15,19,32,41,68,72],"cause":[11],"of":[12,58,71,87],"flakiness":[13,35,88],"in":[14,18,31,40,89],"traditional":[16],"and":[17,84],"AI-enabled":[20,73],"software":[21],"domains.":[22],"Based":[23],"on":[24,62],"previous":[25],"works,":[26],"it":[27,44],"seems":[28],"that":[29],"while":[30],"general":[33],"domain":[34,43],"rarely":[36],"stems":[37],"from":[38],"randomness,":[39],"AI":[42],"a":[46,52,55],"frequent":[47],"phenomenon.":[48],"Thus,":[49],"urge":[51],"discussion":[53],"about":[54],"classification":[56,83],"scheme":[57],"flaky":[59],"tests":[60],"based":[61],"whether":[63],"they":[64],"are":[65],"caused":[66],"by":[67],"inherent":[69],"SUT":[74],"or":[75],"some":[76],"other":[77],"reason.":[78],"This":[79],"way,":[80],"better":[81],"identification,":[82],"proper":[85],"handling":[86],"such":[90],"systems":[91],"will":[92],"be":[93],"possible.":[94]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}