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arxiv: 1402.1986 · v1 · submitted 2014-02-09 · 💻 cs.AI

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Recommandation mobile, sensible au contexte de contenus \'evolutifs: Contextuel-E-Greedy

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classification 💻 cs.AI
keywords algorithmcontextuel-e-greedyexploitationexplorationadaptivelyalgorithmsaspectsbalance
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We introduce in this paper an algorithm named Contextuel-E-Greedy that tackles the dynamicity of the user's content. It is based on dynamic exploration/exploitation tradeoff and can adaptively balance the two aspects by deciding which situation is most relevant for exploration or exploitation. The experimental results demonstrate that our algorithm outperforms surveyed algorithms.

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