{"id":"https://openalex.org/W4403413469","doi":"https://doi.org/10.1145/3674805.3695393","title":"Continuous Quality Improvement of AI-based Systems: the QualAI Project","display_name":"Continuous Quality Improvement of AI-based Systems: the QualAI Project","publication_year":2024,"publication_date":"2024-10-15","ids":{"openalex":"https://openalex.org/W4403413469","doi":"https://doi.org/10.1145/3674805.3695393"},"language":"en","primary_location":{"id":"doi:10.1145/3674805.3695393","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3674805.3695393","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement","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/A5030063602","display_name":"Nicole Novielli","orcid":"https://orcid.org/0000-0003-1160-2608"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Nicole Novielli","raw_affiliation_strings":["University of Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1160-2608","affiliations":[{"raw_affiliation_string":"University of Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009727039","display_name":"Rocco Oliveto","orcid":"https://orcid.org/0000-0002-7995-8582"},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rocco Oliveto","raw_affiliation_strings":["University of Molise, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7995-8582","affiliations":[{"raw_affiliation_string":"University of Molise, Italy","institution_ids":["https://openalex.org/I129627893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033738898","display_name":"Fabio Palomba","orcid":"https://orcid.org/0000-0001-9337-5116"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Palomba","raw_affiliation_strings":["University of Salerno, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9337-5116","affiliations":[{"raw_affiliation_string":"University of Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017685793","display_name":"Fabio Calefato","orcid":"https://orcid.org/0000-0003-2654-1588"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Calefato","raw_affiliation_strings":["University of Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2654-1588","affiliations":[{"raw_affiliation_string":"University of Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089020920","display_name":"Giuseppe Colavito","orcid":"https://orcid.org/0000-0003-3871-401X"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Colavito","raw_affiliation_strings":["University of Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3871-401X","affiliations":[{"raw_affiliation_string":"University of Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066656903","display_name":"Vincenzo De Martino","orcid":"https://orcid.org/0000-0003-1485-4560"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo De Martino","raw_affiliation_strings":["University of Salerno, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1485-4560","affiliations":[{"raw_affiliation_string":"University of Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038062234","display_name":"Antonio Della Porta","orcid":"https://orcid.org/0000-0003-1860-8404"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Della Porta","raw_affiliation_strings":["University of Salerno, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1860-8404","affiliations":[{"raw_affiliation_string":"University of Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025181054","display_name":"Giammaria Giordano","orcid":"https://orcid.org/0000-0003-2567-440X"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giammaria Giordano","raw_affiliation_strings":["University of Salerno, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2567-440X","affiliations":[{"raw_affiliation_string":"University of Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093021799","display_name":"Emanuela Guglielmi","orcid":"https://orcid.org/0000-0002-5443-1303"},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emanuela Guglielmi","raw_affiliation_strings":["University of Molise, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5443-1303","affiliations":[{"raw_affiliation_string":"University of Molise, Italy","institution_ids":["https://openalex.org/I129627893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072863196","display_name":"Filippo Lanubile","orcid":"https://orcid.org/0000-0003-3373-7589"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Lanubile","raw_affiliation_strings":["University of Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3373-7589","affiliations":[{"raw_affiliation_string":"University of Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002259496","display_name":"Luigi Quaranta","orcid":"https://orcid.org/0000-0002-9221-0739"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi Quaranta","raw_affiliation_strings":["University of Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9221-0739","affiliations":[{"raw_affiliation_string":"University of Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080742700","display_name":"Gilberto Recupito","orcid":"https://orcid.org/0000-0001-8088-1001"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gilberto Recupito","raw_affiliation_strings":["University of Salerno, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8088-1001","affiliations":[{"raw_affiliation_string":"University of Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079406478","display_name":"Simone Scalabrino","orcid":"https://orcid.org/0000-0003-1764-9685"},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Scalabrino","raw_affiliation_strings":["University of Molise, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1764-9685","affiliations":[{"raw_affiliation_string":"University of Molise, Italy","institution_ids":["https://openalex.org/I129627893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107104004","display_name":"Angelica Spina","orcid":"https://orcid.org/0009-0001-6904-6184"},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelica Spina","raw_affiliation_strings":["University of Molise, Italy"],"raw_orcid":"https://orcid.org/0009-0001-6904-6184","affiliations":[{"raw_affiliation_string":"University of Molise, Italy","institution_ids":["https://openalex.org/I129627893"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106082341","display_name":"Antonio Vitale","orcid":null},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]},{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Vitale","raw_affiliation_strings":["University of Molise, Italy and Politecnico di Torino, Italy"],"raw_orcid":"https://orcid.org/0009-0009-5840-9777","affiliations":[{"raw_affiliation_string":"University of Molise, Italy and Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856","https://openalex.org/I129627893"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5030063602"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20075554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"603","last_page":"607"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9764000177383423,"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"}},{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9697999954223633,"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":0.6183536052703857},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5212936401367188}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6183536052703857},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5212936401367188},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3674805.3695393","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3674805.3695393","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement","raw_type":"proceedings-article"},{"id":"pmh:oai:ricerca.uniba.it:11586/524802","is_oa":false,"landing_page_url":"https://hdl.handle.net/11586/524802","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2883679850","https://openalex.org/W2954903132","https://openalex.org/W3000315285","https://openalex.org/W3004483087","https://openalex.org/W3104284241","https://openalex.org/W4389720805","https://openalex.org/W4394745419","https://openalex.org/W4399531301","https://openalex.org/W4400242502","https://openalex.org/W4400266863","https://openalex.org/W4400386317","https://openalex.org/W4402400701"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032"],"abstract_inverted_index":{"QualAI":[0],"is":[1],"a":[2,8,24],"two-year":[3],"project":[4,77,90],"aimed":[5],"at":[6],"defining":[7],"set":[9],"of":[10,20,40,83],"recommenders":[11,35],"to":[12,46,49,58,97],"continuously":[13],"monitor,":[14],"assess,":[15],"and":[16,43,70,92],"improve":[17],"the":[18,37,76,84,88,94],"quality":[19,38],"AI-based":[21],"systems,":[22],"with":[23],"particular":[25],"focus":[26],"on":[27],"machine":[28],"learning":[29],"(ML)":[30],"applications.":[31],"We":[32],"will":[33,55],"develop":[34],"for":[36],"assurance":[39],"both":[41],"data":[42,68],"ML":[44],"models":[45],"enable":[47],"practitioners":[48],"mitigate":[50],"technical":[51],"debt.":[52],"Special":[53],"attention":[54],"be":[56],"paid":[57],"communication":[59],"challenges":[60],"that":[61],"may":[62],"arise":[63],"in":[64],"hybrid":[65],"teams":[66],"comprising":[67],"scientists":[69],"software":[71],"developers.":[72],"This":[73],"paper":[74],"presents":[75],"outline,":[78],"provides":[79],"an":[80],"executive":[81],"summary":[82],"research":[85],"activities,":[86],"outlines":[87],"expected":[89],"outcomes,":[91],"reports":[93],"results":[95],"obtained":[96],"date.":[98]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}