{"id":"https://openalex.org/W4308731479","doi":"https://doi.org/10.1145/3540250.3569451","title":"Machine learning and natural language processing for automating software testing (tutorial)","display_name":"Machine learning and natural language processing for automating software testing (tutorial)","publication_year":2022,"publication_date":"2022-11-07","ids":{"openalex":"https://openalex.org/W4308731479","doi":"https://doi.org/10.1145/3540250.3569451"},"language":"en","primary_location":{"id":"doi:10.1145/3540250.3569451","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3540250.3569451","pdf_url":null,"source":{"id":"https://openalex.org/S4363608883","display_name":"Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering","raw_type":"proceedings-article"},"type":"conference-abstract","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/A5066540482","display_name":"Mauro Pezz\u00e8","orcid":"https://orcid.org/0000-0001-5193-7379"},"institutions":[{"id":"https://openalex.org/I4399657974","display_name":"Constructor Institute","ror":"https://ror.org/02f3v7194","country_code":null,"type":"education","lineage":["https://openalex.org/I4399657974"]},{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Mauro Pezz\u00e8","raw_affiliation_strings":["USI Lugano, Switzerland / Schaffhausen Institute of Technology, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USI Lugano, Switzerland / Schaffhausen Institute of Technology, Switzerland","institution_ids":["https://openalex.org/I4399657974","https://openalex.org/I57201433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066540482"],"corresponding_institution_ids":["https://openalex.org/I4399657974","https://openalex.org/I57201433"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1821","last_page":"1821"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9939000010490417,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9939000010490417,"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"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9936000108718872,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9668999910354614,"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":0.814541220664978},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4892411231994629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4858272075653076},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.42664000391960144},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4210144877433777},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.41210195422172546},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32975858449935913},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1908709704875946}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.814541220664978},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4892411231994629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4858272075653076},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.42664000391960144},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4210144877433777},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.41210195422172546},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32975858449935913},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1908709704875946},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3540250.3569451","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3540250.3569451","pdf_url":null,"source":{"id":"https://openalex.org/S4363608883","display_name":"Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7799999713897705,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3158538495","https://openalex.org/W2045815042","https://openalex.org/W2092226129","https://openalex.org/W2913619905","https://openalex.org/W2961085424","https://openalex.org/W3125758369","https://openalex.org/W2375898439","https://openalex.org/W2028287801","https://openalex.org/W2069382761","https://openalex.org/W2264548338"],"abstract_inverted_index":{"In":[0],"this":[1],"tutorial,":[2],"we":[3],"see":[4,45],"how":[5],"natural":[6,53],"language":[7,54],"processing":[8,55],"and":[9,30,44,49,56],"machine":[10,57],"learning":[11,58],"can":[12,39],"help":[13],"us":[14],"address":[15,40],"the":[16,24,35,41,46],"open":[17,25],"challenges":[18,26],"of":[19,27,52],"software":[20,32],"testing.":[21],"We":[22],"overview":[23],"testing":[28],"autonomous":[29],"self-adaptive":[31],"systems,":[33],"discuss":[34],"leading-edge":[36],"technologies":[37],"that":[38],"core":[42,62],"issues,":[43],"latest":[47],"progresses":[48],"future":[50],"prospective":[51],"to":[59],"cope":[60],"with":[61],"problems.":[63]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
