{"id":"https://openalex.org/W4313563555","doi":"https://doi.org/10.1145/3551349.3563240","title":"A Review of AI-augmented End-to-End Test Automation Tools","display_name":"A Review of AI-augmented End-to-End Test Automation Tools","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4313563555","doi":"https://doi.org/10.1145/3551349.3563240"},"language":"en","primary_location":{"id":"doi:10.1145/3551349.3563240","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3551349.3563240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering","raw_type":"proceedings-article"},"type":"review","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/A5013813231","display_name":"Phuoc Pham","orcid":"https://orcid.org/0000-0002-6388-1883"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Phuoc Pham","raw_affiliation_strings":["Katalon Inc., Vietnam"],"affiliations":[{"raw_affiliation_string":"Katalon Inc., Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091407554","display_name":"Vu Nguyen","orcid":"https://orcid.org/0000-0002-0594-4372"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vu Nguyen","raw_affiliation_strings":["Katalon Inc., Vietnam and Faculty of Information Technology, University of Science, Vietnam"],"affiliations":[{"raw_affiliation_string":"Katalon Inc., Vietnam and Faculty of Information Technology, University of Science, Vietnam","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089000736","display_name":"Tien N. Nguyen","orcid":"https://orcid.org/0009-0006-7962-6090"},"institutions":[{"id":"https://openalex.org/I87573096","display_name":"University of North Texas at Dallas","ror":"https://ror.org/01n51v443","country_code":"US","type":"education","lineage":["https://openalex.org/I87573096"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tien Nguyen","raw_affiliation_strings":["Katalon Inc., Vietnam and University of Texas at Dallas, USA"],"affiliations":[{"raw_affiliation_string":"Katalon Inc., Vietnam and University of Texas at Dallas, USA","institution_ids":["https://openalex.org/I87573096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5013813231"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1775,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92133727,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998999834060669,"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/T10743","display_name":"Software Testing and Debugging Techniques","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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9987000226974487,"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":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.8151884078979492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6861326694488525},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5211637020111084},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49648982286453247},{"id":"https://openalex.org/keywords/test-strategy","display_name":"Test strategy","score":0.4833752512931824},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.47925567626953125},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.46873387694358826},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.4667881727218628},{"id":"https://openalex.org/keywords/real-time-testing","display_name":"Real-time testing","score":0.445766806602478},{"id":"https://openalex.org/keywords/keyword-driven-testing","display_name":"Keyword-driven testing","score":0.44573497772216797},{"id":"https://openalex.org/keywords/test-management-approach","display_name":"Test Management Approach","score":0.4421241283416748},{"id":"https://openalex.org/keywords/manual-testing","display_name":"Manual testing","score":0.421655535697937},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23152273893356323},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21093451976776123},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.19654637575149536},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.12955138087272644},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12309727072715759}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.8151884078979492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6861326694488525},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5211637020111084},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49648982286453247},{"id":"https://openalex.org/C188598960","wikidata":"https://www.wikidata.org/wiki/Q7705805","display_name":"Test strategy","level":3,"score":0.4833752512931824},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.47925567626953125},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.46873387694358826},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.4667881727218628},{"id":"https://openalex.org/C2754237","wikidata":"https://www.wikidata.org/wiki/Q7301088","display_name":"Real-time testing","level":5,"score":0.445766806602478},{"id":"https://openalex.org/C169168650","wikidata":"https://www.wikidata.org/wiki/Q1675637","display_name":"Keyword-driven testing","level":5,"score":0.44573497772216797},{"id":"https://openalex.org/C7435765","wikidata":"https://www.wikidata.org/wiki/Q7705776","display_name":"Test Management Approach","level":5,"score":0.4421241283416748},{"id":"https://openalex.org/C182122060","wikidata":"https://www.wikidata.org/wiki/Q6752328","display_name":"Manual testing","level":5,"score":0.421655535697937},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23152273893356323},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21093451976776123},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.19654637575149536},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.12955138087272644},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12309727072715759},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3551349.3563240","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3551349.3563240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2055975932","https://openalex.org/W2085632445","https://openalex.org/W2105664054","https://openalex.org/W2114869486","https://openalex.org/W2119296494","https://openalex.org/W2140922128","https://openalex.org/W2144832446","https://openalex.org/W2152417223","https://openalex.org/W2416751804","https://openalex.org/W2807453842","https://openalex.org/W2898893292","https://openalex.org/W2912899164","https://openalex.org/W2946065750","https://openalex.org/W2952613490","https://openalex.org/W3094313637","https://openalex.org/W3214353108"],"related_works":["https://openalex.org/W4389884952","https://openalex.org/W2132296233","https://openalex.org/W4225834158","https://openalex.org/W2405892333","https://openalex.org/W4320027153","https://openalex.org/W2784516856","https://openalex.org/W1505035313","https://openalex.org/W2510269711","https://openalex.org/W1519854430","https://openalex.org/W2173700139"],"abstract_inverted_index":{"Software":[0],"testing":[1,35,91],"is":[2,19,62],"a":[3,10],"process":[4],"of":[5],"evaluating":[6],"and":[7,17,22,37,40,52,70,97],"verifying":[8],"whether":[9],"software":[11],"product":[12],"still":[13],"works":[14],"as":[15,94],"expected,":[16],"it":[18],"repetitive,":[20],"laborious,":[21],"time-consuming.":[23],"To":[24],"address":[25],"this":[26],"problem,":[27],"automation":[28,44],"tools":[29,45],"have":[30],"been":[31],"developed":[32],"to":[33,88],"automate":[34,89],"activities":[36,92],"enhance":[38],"quality":[39],"delivery":[41,54],"time.":[42],"However,":[43],"become":[46],"less":[47],"effective":[48],"with":[49],"continuous":[50,53],"integration":[51],"(CI/CD)":[55],"pipelines":[56],"when":[57],"the":[58,75],"system":[59],"under":[60],"test":[61,82,101,106],"constantly":[63],"changing.":[64],"Recent":[65],"advances":[66],"in":[67,81],"artificial":[68],"intelligence":[69],"machine":[71],"learning":[72],"(AI/ML)":[73],"present":[74],"potential":[76],"for":[77],"addressing":[78],"important":[79],"challenges":[80],"automation.":[83],"AI/ML":[84],"can":[85],"be":[86],"applied":[87],"various":[90],"such":[93],"detecting":[95],"bugs":[96],"errors,":[98],"maintaining":[99],"existing":[100],"cases,":[102],"or":[103],"generating":[104],"new":[105],"cases":[107],"much":[108],"faster":[109],"than":[110],"humans.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}