{"id":"https://openalex.org/W4313563557","doi":"https://doi.org/10.1145/3551349.3559510","title":"Automatically Tagging the \u201cAAA\u201d Pattern in Unit Test Cases Using Machine Learning Models","display_name":"Automatically Tagging the \u201cAAA\u201d Pattern in Unit Test Cases Using Machine Learning Models","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4313563557","doi":"https://doi.org/10.1145/3551349.3559510"},"language":"en","primary_location":{"id":"doi:10.1145/3551349.3559510","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3551349.3559510","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":"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/A5033109788","display_name":"Chenhao Wei","orcid":"https://orcid.org/0000-0002-2707-120X"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chenhao Wei","raw_affiliation_strings":["School of Systems &amp; Enterprises, Stevens Institute of Technology, United States of America"],"affiliations":[{"raw_affiliation_string":"School of Systems &amp; Enterprises, Stevens Institute of Technology, United States of America","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000773809","display_name":"Lu Xiao","orcid":"https://orcid.org/0000-0002-3202-3077"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lu Xiao","raw_affiliation_strings":["School of Systems &amp; Enterprises, Stevens Institute of Technology, United States of America"],"affiliations":[{"raw_affiliation_string":"School of Systems &amp; Enterprises, Stevens Institute of Technology, United States of America","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072070511","display_name":"Tingting Yu","orcid":"https://orcid.org/0000-0002-9461-4251"},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tingting Yu","raw_affiliation_strings":["University of Cincinnati, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Cincinnati, United States of America","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443907","display_name":"Xinyu Chen","orcid":"https://orcid.org/0009-0007-9997-4532"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinyu Chen","raw_affiliation_strings":["HSBC Software Development (Guangdong) Limited, China"],"affiliations":[{"raw_affiliation_string":"HSBC Software Development (Guangdong) Limited, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100411497","display_name":"Xiao Wang","orcid":"https://orcid.org/0000-0002-8328-9852"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]},{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiao Wang","raw_affiliation_strings":["University of Cincinnati, Stevens Institute of Technology, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Cincinnati, Stevens Institute of Technology, United States of America","institution_ids":["https://openalex.org/I108468826","https://openalex.org/I63135867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101630133","display_name":"Sunny Wong","orcid":"https://orcid.org/0000-0002-1508-7095"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sunny Wong","raw_affiliation_strings":["Envestnet, Inc., USA"],"affiliations":[{"raw_affiliation_string":"Envestnet, Inc., USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011120227","display_name":"Abigail Clune","orcid":null},"institutions":[{"id":"https://openalex.org/I1328803932","display_name":"American Geosciences Institute","ror":"https://ror.org/05p89st11","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1328803932"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abigail Clune","raw_affiliation_strings":["AGI, USA"],"affiliations":[{"raw_affiliation_string":"AGI, USA","institution_ids":["https://openalex.org/I1328803932"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5033109788"],"corresponding_institution_ids":["https://openalex.org/I108468826"],"apc_list":null,"apc_paid":null,"fwci":1.5901,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87704269,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9958000183105469,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7810851335525513},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.7090926766395569},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.7052605748176575},{"id":"https://openalex.org/keywords/unit-testing","display_name":"Unit testing","score":0.6380830407142639},{"id":"https://openalex.org/keywords/assertion","display_name":"Assertion","score":0.6264835596084595},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.5715720653533936},{"id":"https://openalex.org/keywords/program-comprehension","display_name":"Program comprehension","score":0.5159738659858704},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.48555657267570496},{"id":"https://openalex.org/keywords/test-script","display_name":"Test script","score":0.4629790186882019},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.45239347219467163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44200438261032104},{"id":"https://openalex.org/keywords/test-management-approach","display_name":"Test Management Approach","score":0.4266738295555115},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.41937553882598877},{"id":"https://openalex.org/keywords/test-harness","display_name":"Test harness","score":0.4183947443962097},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4047873020172119},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3825121521949768},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.18267300724983215},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.17869597673416138},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.07450422644615173}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7810851335525513},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.7090926766395569},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.7052605748176575},{"id":"https://openalex.org/C148027188","wikidata":"https://www.wikidata.org/wiki/Q907375","display_name":"Unit testing","level":3,"score":0.6380830407142639},{"id":"https://openalex.org/C40422974","wikidata":"https://www.wikidata.org/wiki/Q741248","display_name":"Assertion","level":2,"score":0.6264835596084595},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.5715720653533936},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.5159738659858704},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.48555657267570496},{"id":"https://openalex.org/C109086967","wikidata":"https://www.wikidata.org/wiki/Q2509100","display_name":"Test script","level":4,"score":0.4629790186882019},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.45239347219467163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44200438261032104},{"id":"https://openalex.org/C7435765","wikidata":"https://www.wikidata.org/wiki/Q7705776","display_name":"Test Management Approach","level":5,"score":0.4266738295555115},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41937553882598877},{"id":"https://openalex.org/C109852812","wikidata":"https://www.wikidata.org/wiki/Q2406355","display_name":"Test harness","level":5,"score":0.4183947443962097},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4047873020172119},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3825121521949768},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.18267300724983215},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.17869597673416138},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.07450422644615173},{"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},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"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/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3551349.3559510","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3551349.3559510","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/12","display_name":"Responsible consumption and production","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G2618075349","display_name":null,"funder_award_id":"CCF1909763","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1736726159","https://openalex.org/W2148143831","https://openalex.org/W2295598076","https://openalex.org/W2767472738","https://openalex.org/W2884229567","https://openalex.org/W3203585991","https://openalex.org/W4235845044"],"related_works":["https://openalex.org/W1987412493","https://openalex.org/W1505084386","https://openalex.org/W2560965237","https://openalex.org/W2362947018","https://openalex.org/W3043098749","https://openalex.org/W3114223219","https://openalex.org/W2380740098","https://openalex.org/W19919285","https://openalex.org/W2037313217","https://openalex.org/W2510269711"],"abstract_inverted_index":{"The":[0,32],"AAA":[1,33,50,63],"pattern,":[2],"i.e.":[3],"the":[4],"Arrangement,":[5],"Action,":[6],"and":[7,12,30,73,80],"Assertion,":[8],"is":[9,55],"a":[10,17],"common":[11],"nature":[13],"layout":[14],"to":[15,44],"create":[16],"test":[18,24,37,53,67,81],"case.":[19],"Following":[20],"this":[21],"pattern":[22],"in":[23,52,65],"cases":[25,38,54,68],"may":[26,39],"benefit":[27,70],"comprehension,":[28],"debugging,":[29],"maintenance.":[31],"structure":[34],"of":[35],"real-life":[36],"not":[40],"be":[41],"explicit":[42],"due":[43],"its":[45],"high":[46],"complexity.":[47],"Manually":[48],"labeling":[49,62],"statements":[51,64],"tedious.":[56],"Thus,":[57],"an":[58],"automated":[59],"approach":[60],"for":[61],"existing":[66],"could":[69],"new":[71],"developers":[72],"projects":[74],"that":[75],"practice":[76],"collective":[77],"code":[78],"ownership":[79],"driven":[82],"development.":[83]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
