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Prediction of next destinations from irregular Patterns [r-libre/1202]

Boukhechba, Mehdi; Bouzouane, Abdenour; Gaboury, Sébastien; Gouin-Vallerand, Charles; Giroux, Sylvain et Bouchard, Bruno (2017). Prediction of next destinations from irregular Patterns. Journal of Ambient Intelligence and Humanized Computing, 1-13. https://doi.org/10.1007/s12652-017-0519-z

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[img]  PDF - AIHC-D-16-00172_R3 (1).pdf
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Catégorie de document : Articles de revues
Évaluation par un comité de lecture : Oui
Étape de publication : Publié
Résumé : Few decades ago, understanding human behaviors was considered as a mystery where predicting people's future was impossible. Many changes have been noticed since that era. Thanks to current advances in location tracking technology and data mining techniques, predicting users' behaviors has become possible. In this paper we present a new algorithm to online predict users' next visited locations that not only learns incrementally the users' habits, but also detects and supports the drifts in their patterns. Our original contribution includes a new algorithm for online association rules mining that supports the concept drift.
Adresse de la version officielle : https://link.springer.com/article/10.1007/s12652-0...
Déposant: Gouin-Vallerand, Charles
Responsable : Charles Gouin-Vallerand
Dépôt : 05 oct. 2017 14:21
Dernière modification : 05 oct. 2017 14:21

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