Towards adaptive control in smart homes: Overall system design and initial evaluation of activity recognition

This paper proposes an approach for adaptive control over devices within a smart home, by learning user behavior and preferences over time. The proposed solution leverages three components: activity recognition for realising the state of a user, ontologies for finding relevant devices within a smart...

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Bibliographic Details
Main Authors: Zelin Wang, Safak Dogan, Milosh Stolikj, Ahmet Kondoz
Format: Default Conference proceeding
Published: 2017
Subjects:
Smart home
Machine learning
Ambient intelligence
Activity recognition
Classification
Online Access:https://hdl.handle.net/2134/24473
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https://hdl.handle.net/2134/24473

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