{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T06:46:20Z","timestamp":1773729980135,"version":"3.50.1"},"publisher-location":"California","reference-count":0,"publisher":"International Joint Conferences on Artificial Intelligence Organization","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,8]]},"abstract":"<jats:p>A significant challenge in detecting and mitigating bias is creating a mindset amongst AI developers to address unfairness. The current literature on fairness is broad, and the learning curve to distinguish where to use existing metrics and techniques for bias detection or mitigation is difficult. This survey systematises the state-of-the-art about distinct notions of fairness and relative techniques for bias mitigation according to the AI lifecycle. Gaps and challenges identified during the development of this work are also discussed.<\/jats:p>","DOI":"10.24963\/ijcai.2023\/735","type":"proceedings-article","created":{"date-parts":[[2023,8,11]],"date-time":"2023-08-11T08:31:30Z","timestamp":1691742690000},"page":"6554-6562","source":"Crossref","is-referenced-by-count":2,"title":["Assessing and Enforcing Fairness in the AI Lifecycle"],"prefix":"10.24963","author":[{"given":"Roberta","family":"Calegari","sequence":"first","affiliation":[{"name":"University of Bologna"}]},{"given":"Gabriel","family":"G. Casta\u00f1\u00e9","sequence":"additional","affiliation":[{"name":"University College Cork"}]},{"given":"Michela","family":"Milano","sequence":"additional","affiliation":[{"name":"University of Bologna"}]},{"given":"Barry","family":"O'Sullivan","sequence":"additional","affiliation":[{"name":"University College Cork"}]}],"member":"10584","event":{"name":"Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23}","theme":"Artificial Intelligence","location":"Macau, SAR China","acronym":"IJCAI-2023","number":"32","sponsor":["International Joint Conferences on Artificial Intelligence Organization (IJCAI)"],"start":{"date-parts":[[2023,8,19]]},"end":{"date-parts":[[2023,8,25]]}},"container-title":["Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence"],"original-title":[],"deposited":{"date-parts":[[2023,8,11]],"date-time":"2023-08-11T08:54:53Z","timestamp":1691744093000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.ijcai.org\/proceedings\/2023\/735"}},"subtitle":[],"proceedings-subject":"Artificial Intelligence Research Articles","short-title":[],"issued":{"date-parts":[[2023,8]]},"references-count":0,"URL":"https:\/\/doi.org\/10.24963\/ijcai.2023\/735","relation":{},"subject":[],"published":{"date-parts":[[2023,8]]}}}