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The goal of this article is to obtain a set of data quality characteristics that would be applicable to AAL system, and have its performance evaluated using sensors' data. To this end, this work uses the ISO\/IEC 25012 and ISO\/IEC 25010 standards to extract the most relevant criteria that are apt for AAL systems. As a result, an evaluation approach on an indoor localization platform was made, and an evaluation procedure has been established. This is done by first generating a hierarchical data quality model, and have it evaluated using the metrics, based on the sensors data and the concept of fuzzy logic.<\/p>","DOI":"10.4018\/ijdst.2019100105","type":"journal-article","created":{"date-parts":[[2019,10,15]],"date-time":"2019-10-15T15:44:46Z","timestamp":1571154286000},"page":"59-77","source":"Crossref","is-referenced-by-count":1,"title":["A Fuzzy Logic-Based Method for Evaluating AAL Systems"],"prefix":"10.4018","volume":"10","author":[{"given":"Kara","family":"Madjid","sequence":"first","affiliation":[{"name":"UVSQ\/PARIS SACLAY, Paris, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Olfa","family":"Lamouchi","sequence":"additional","affiliation":[{"name":"Engineers National School of Carthage, Carthage, Tunisia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8523-3986","authenticated-orcid":true,"given":"Manolo Dulva","family":"Hina","sequence":"additional","affiliation":[{"name":"ECE Paris School of Engineering, Paris, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Amar","family":"Ramdane-Cherif","sequence":"additional","affiliation":[{"name":"UVSQ\/LISV, Paris, France"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"IJDST.2019100105-0","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02710-9_16"},{"issue":"3","key":"IJDST.2019100105-1","first-page":"67","article-title":"Evaluating the Effect of Software Quality Characteristics on Health Care Quality Indicators.","volume":"2","author":"S.Aghazadeh","year":"2015","journal-title":"Journal of Health Management & Informatics"},{"key":"IJDST.2019100105-2","doi-asserted-by":"publisher","DOI":"10.1007\/s12525-010-0043-x"},{"key":"IJDST.2019100105-3","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1007\/978-3-642-25167-2_36","article-title":"Evaluation of AAL platforms according to architecture-based quality attributes.","author":"P. 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