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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, & 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
Content : Accepted Version
 
Item Type: Journal Articles
Refereed: Yes
Status: Published
Abstract: 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.
Official URL: https://link.springer.com/article/10.1007/s12652-0...
Depositor: Gouin-Vallerand, Charles
Owner / Manager: Charles Gouin-Vallerand
Deposited: 05 Oct 2017 14:21
Last Modified: 05 Oct 2017 14:21

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