{"id":4,"date":"2024-06-16T15:05:19","date_gmt":"2024-06-16T15:05:19","guid":{"rendered":"https:\/\/collab.di.uniba.it\/qualaiproject\/?page_id=4"},"modified":"2026-03-26T14:55:32","modified_gmt":"2026-03-26T14:55:32","slug":"project-overview","status":"publish","type":"page","link":"https:\/\/collab.di.uniba.it\/qualaiproject\/","title":{"rendered":"Project Overview"},"content":{"rendered":"<p>QualAI is a two-year project that aims to define a set of recommenders to continuously monitor, assess, and improve the quality of AI-based systems, with a particular focus on ML-based systems. Quality assurance will be guaranteed from different perspectives and during both the development and operations phases. We will define recommenders for the quality assurance of both data and ML models to enable practitioners to mitigate technical debt. Emphasis will be given to communication issues that could arise in hybrid teams including data scientists and software developers.<\/p>\n<p>QualAI is a two-year project that has been funded in July 2023 by the European Union &#8211; NextGenerationEU through the PRIN 2022 call for projects of the Italian Ministry of University and Research for projects.<\/p>\n<p>Funded by the European Union \u2013 NextGenerationEU \u00b7 <a href=\"https:\/\/prin.mur.gov.it\/Iniziative\/Detail?key=FiJNdaCuA71Xq3jYMAuZeQ%3D%3D\">PRIN 2022<\/a> \u00b7 Grant n. 2022B3BP5S<\/p>\n","protected":false},"excerpt":{"rendered":"<p>QualAI is a two-year project that aims to define a set of recommenders to continuously monitor, assess, and improve the quality of AI-based systems, with a particular focus on ML-based systems. Quality assurance will be guaranteed from different perspectives and<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Project Overview - QualAI - Continuous Quality Improvement of AI-based Systems<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/collab.di.uniba.it\/qualaiproject\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Project Overview - QualAI - Continuous Quality Improvement of AI-based Systems\" \/>\n<meta property=\"og:description\" content=\"QualAI is a two-year project that aims to define a set of recommenders to continuously monitor, assess, and improve the quality of AI-based systems, with a particular focus on ML-based systems. Quality assurance will be guaranteed from different perspectives and\" \/>\n<meta property=\"og:url\" content=\"https:\/\/collab.di.uniba.it\/qualaiproject\/\" \/>\n<meta property=\"og:site_name\" content=\"QualAI - Continuous Quality Improvement of AI-based Systems\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-26T14:55:32+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/collab.di.uniba.it\\\/qualaiproject\\\/\",\"url\":\"https:\\\/\\\/collab.di.uniba.it\\\/qualaiproject\\\/\",\"name\":\"Project Overview - QualAI - Continuous Quality Improvement of AI-based Systems\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/collab.di.uniba.it\\\/qualaiproject\\\/#website\"},\"datePublished\":\"2024-06-16T15:05:19+00:00\",\"dateModified\":\"2026-03-26T14:55:32+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/collab.di.uniba.it\\\/qualaiproject\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/collab.di.uniba.it\\\/qualaiproject\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/collab.di.uniba.it\\\/qualaiproject\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/collab.di.uniba.it\\\/qualaiproject\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Project Overview\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/collab.di.uniba.it\\\/qualaiproject\\\/#website\",\"url\":\"https:\\\/\\\/collab.di.uniba.it\\\/qualaiproject\\\/\",\"name\":\"QualAI - Continuous Quality Improvement of AI-based Systems\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/collab.di.uniba.it\\\/qualaiproject\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Project Overview - QualAI - Continuous Quality Improvement of AI-based Systems","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/collab.di.uniba.it\/qualaiproject\/","og_locale":"en_US","og_type":"article","og_title":"Project Overview - QualAI - Continuous Quality Improvement of AI-based Systems","og_description":"QualAI is a two-year project that aims to define a set of recommenders to continuously monitor, assess, and improve the quality of AI-based systems, with a particular focus on ML-based systems. 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