Bouchard Kévin et Giroux Sylvain. (2015). Smart homes and the challenges of data. Dans Fillia Makedon (dir.), PETRA '15 : Proceedings of the 8th ACM International conference on pervasive technologies related to assistive environments. (p. 1-4). New York, NY, United States : Association for computing machinery.
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URL officielle: http://dx.doi.org/doi:10.1145/2769493.2769519
Résumé
This paper discusses research on smart home in the advent of Big Data. It justifies the interests of data driven research and the emergence of large data warehouses in smart home research. The paper describes the main applications of Big Data for smart homes. Then, few of the most important challenges related to large data warehouse are described. In particular, the difficulties related to data storage from the sensors are reviewed and many of the data mining problems in the context of Big Data are discussed.
| Type de document: | Chapitre de livre |
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| Date: | 2015 |
| Lieu de publication: | New York, NY, United States |
| Identifiant unique: | 10.1145/2769493.2769519 |
| Sujets: | Sciences naturelles et génie > Sciences mathématiques > Informatique Sciences naturelles et génie > Sciences mathématiques > Statistiques |
| Département, module, service et unité de recherche: | Départements et modules > Département d'informatique et de mathématique |
| Éditeurs: | Makedon, Fillia |
| Mots-clés: | applied computing, life and medical sciences, human-centered computing, software and its engineering, software organization and properties, software system structures, smart home, big date, activity recognition, sensors, proceedings |
| Déposé le: | 12 févr. 2021 19:50 |
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| Dernière modification: | 12 févr. 2021 19:50 |
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