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In this article, we describe a system for promoting an active and healthy lifestyle for people and to recommend with guidelines and valuable information about their habits. The proposed system is being developed around the Big Data paradigm using bio-signal sensors and machine-learning algorithms for recommendations.<\/jats:p>","DOI":"10.1177\/1460458216660754","type":"journal-article","created":{"date-parts":[[2016,8,5]],"date-time":"2016-08-05T20:38:53Z","timestamp":1470429533000},"page":"125-135","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":13,"title":["Healthy and wellbeing activities\u2019 promotion using a Big Data approach"],"prefix":"10.1177","volume":"24","author":[{"given":"Diego","family":"Gachet P\u00e1ez","sequence":"first","affiliation":[{"name":"Universidad Europea de Madrid, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel","family":"de Buenaga Rodr\u00edguez","sequence":"additional","affiliation":[{"name":"Universidad Europea de Madrid, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Enrique","family":"Puertas S\u00e1nz","sequence":"additional","affiliation":[{"name":"Universidad Europea de Madrid, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mar\u00eda Teresa","family":"Villalba","sequence":"additional","affiliation":[{"name":"Universidad Europea de Madrid, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rafael","family":"Mu\u00f1oz Gil","sequence":"additional","affiliation":[{"name":"Universidad Europea de Madrid, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2016,8,4]]},"reference":[{"key":"bibr1-1460458216660754","unstructured":"Fundaci\u00f3n Vodafone. 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