{"id":"https://openalex.org/W4399567436","doi":"https://doi.org/10.1145/3650105.3652293","title":"Deep Multiple Assertions Generation","display_name":"Deep Multiple Assertions Generation","publication_year":2024,"publication_date":"2024-04-14","ids":{"openalex":"https://openalex.org/W4399567436","doi":"https://doi.org/10.1145/3650105.3652293"},"language":"en","primary_location":{"id":"doi:10.1145/3650105.3652293","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3650105.3652293","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3650105.3652293","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 IEEE/ACM First International Conference on AI Foundation Models and Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3650105.3652293","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058006080","display_name":"Hailong Wang","orcid":"https://orcid.org/0009-0009-6798-3391"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailong Wang","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0009-6798-3391","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102788204","display_name":"Tongtong Xu","orcid":"https://orcid.org/0000-0002-4323-497X"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongtong Xu","raw_affiliation_strings":["Huawei, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-4323-497X","affiliations":[{"raw_affiliation_string":"Huawei, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018588198","display_name":"Bei Wang","orcid":"https://orcid.org/0009-0001-8465-8189"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bei Wang","raw_affiliation_strings":["Huawei, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0001-8465-8189","affiliations":[{"raw_affiliation_string":"Huawei, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7246,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85590242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"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":0.9997000098228455,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7546025514602661},{"id":"https://openalex.org/keywords/assertion","display_name":"Assertion","score":0.7122493982315063},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5447640419006348},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.46846291422843933},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4486536681652069},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44809889793395996},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4395506978034973},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.4275381565093994},{"id":"https://openalex.org/keywords/software-testing","display_name":"Software testing","score":0.4218823313713074},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3964213728904724},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3613242506980896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3409099876880646},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.270951509475708},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.10247910022735596},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08514299988746643}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7546025514602661},{"id":"https://openalex.org/C40422974","wikidata":"https://www.wikidata.org/wiki/Q741248","display_name":"Assertion","level":2,"score":0.7122493982315063},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5447640419006348},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.46846291422843933},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4486536681652069},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44809889793395996},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4395506978034973},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.4275381565093994},{"id":"https://openalex.org/C2984328558","wikidata":"https://www.wikidata.org/wiki/Q188522","display_name":"Software testing","level":3,"score":0.4218823313713074},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3964213728904724},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3613242506980896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3409099876880646},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.270951509475708},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.10247910022735596},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08514299988746643},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3650105.3652293","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3650105.3652293","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3650105.3652293","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 IEEE/ACM First International Conference on AI Foundation Models and Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3650105.3652293","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3650105.3652293","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3650105.3652293","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 IEEE/ACM First International Conference on AI Foundation Models and Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399567436.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W184125818","https://openalex.org/W1593271688","https://openalex.org/W1971650562","https://openalex.org/W1997090065","https://openalex.org/W2012210872","https://openalex.org/W2032947860","https://openalex.org/W2107709519","https://openalex.org/W2107751709","https://openalex.org/W2114869486","https://openalex.org/W2136363516","https://openalex.org/W2144066686","https://openalex.org/W2156723666","https://openalex.org/W2682664750","https://openalex.org/W2898459893","https://openalex.org/W2963341956","https://openalex.org/W2963506925","https://openalex.org/W2964165364","https://openalex.org/W3005628256","https://openalex.org/W3086420033","https://openalex.org/W3098605233","https://openalex.org/W3105903381","https://openalex.org/W3108032709","https://openalex.org/W3121707215","https://openalex.org/W3160700180","https://openalex.org/W4284681867"],"related_works":["https://openalex.org/W1498103021","https://openalex.org/W4230849338","https://openalex.org/W4295166216","https://openalex.org/W2177044681","https://openalex.org/W1968067090","https://openalex.org/W2345942070","https://openalex.org/W2141398161","https://openalex.org/W2016410697","https://openalex.org/W2212955619","https://openalex.org/W3124296310"],"abstract_inverted_index":{"Software":[0],"testing":[1],"is":[2,108],"one":[3],"of":[4,9,19,37,52,81,129],"the":[5,10,35,48,53,64,79,83,123],"most":[6],"crucial":[7],"parts":[8],"software":[11,24,38],"development":[12],"life":[13],"cycle.":[14],"Developers":[15],"spend":[16],"substantial":[17],"amount":[18],"time":[20],"and":[21,50,76],"efforts":[22],"on":[23],"testing.":[25,39],"Recently,":[26],"there":[27],"has":[28],"been":[29,100],"a":[30,89,111],"growing":[31],"scholarly":[32],"interest":[33],"in":[34,47,68,88],"automation":[36],"However,":[40,106],"recent":[41,94],"studies":[42],"have":[43,99],"revealed":[44],"significant":[45],"limitations":[46,58],"quality":[49],"efficacy":[51],"generated":[54,116],"assert":[55,70],"statements.":[56],"These":[57],"primarily":[59],"arise":[60],"due":[61],"to:":[62],"(i)":[63],"inherent":[65],"complexity":[66],"involved":[67],"generating":[69],"statements":[71],"that":[72],"are":[73],"both":[74],"meaningful":[75,104],"effective;":[77],"(ii)":[78],"challenge":[80],"capturing":[82],"relationship":[84],"between":[85],"multiple":[86,133],"assertions":[87],"single":[90,112],"test":[91,119,130],"case.":[92],"In":[93],"research,":[95],"deep":[96],"learning":[97],"techniques":[98],"employed":[101],"to":[102,114],"generate":[103],"assertions.":[105,134],"it":[107],"typical":[109],"for":[110,117],"assertion":[113],"be":[115],"each":[118],"case,":[120],"which":[121],"contradicts":[122],"current":[124],"situation":[125],"where":[126],"over":[127],"40%":[128],"cases":[131],"contain":[132]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
