{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,22]],"date-time":"2025-02-22T05:26:19Z","timestamp":1740201979210,"version":"3.37.3"},"reference-count":0,"publisher":"IOS Press","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"abstract":"<jats:p>In this paper we present a preliminary work applying machine learning techniques to the assessment of quality of life (QOL). In 2008 the Government of Catalonia introduced the GENCAT scale, a QOL questionnaire for dependent people users of the social and human services of Catalonia. Using data from a QOL research of 50 people with intellectual disabilities and\/or mental illness of the Taller Jeroni de Moragas, we have applied a lazy learning method to discover relations between the different dimensions considered in the GENCAT scale. Our goal is to provide a basis to refine the model of QOL in a way that could support general intervention programs and a better understanding of the necessities of dependent people. This study is an interdisciplinary research of computer scientists, psychologists and human service practitioners.<\/jats:p>","DOI":"10.3233\/978-1-60750-842-7-41","type":"book-chapter","created":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T10:27:05Z","timestamp":1740133625000},"source":"Crossref","is-referenced-by-count":0,"title":["Lazy Learning Methods for Quality of Life Assessment in People with Intellectual Disabilities"],"prefix":"10.3233","author":[{"family":"Armengol Eva","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Dellunde Pilar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Ratto Carlo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Artificial Intelligence Research and Development"],"original-title":[],"deposited":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T10:31:45Z","timestamp":1740133905000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.medra.org\/servlet\/aliasResolver?alias=iospressISSNISBN&issn=0922-6389&volume=232&spage=41"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/978-1-60750-842-7-41","relation":{},"ISSN":["0922-6389"],"issn-type":[{"value":"0922-6389","type":"print"}],"subject":[],"published":{"date-parts":[[2011]]}}}