An Intelligent Domotics System to Automate User Actions

被引：6

作者：

Che, Natalie Kcomt ^{[1
]}

Pardons, Niels ^{[1
]}

Vanrompay, Yves ^{[1
]}

Preuveneers, Davy ^{[1
]}

Berbers, Yolande ^{[1
]}

机构：

[1] Katholieke Univ Leuven, Dept Comp Sci, B-3001 Heverlee, Belgium

来源：

AMBIENT INTELLIGENCE AND FUTURE TRENDS - INTERNATIONAL SYMPOSIUM ON AMBIENT INTELLIGENCE (ISAML 2010) | 2010年 / 72卷

关键词：

Ambient intelligence - Automation;

D O I：

10.1007/978-3-642-13268-1_26

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Home automation systems are ambient intelligence systems that are designed to help people proactively, but sensibly. In this paper we propose a system that learns and automates patterns in the interactions of the user with the home automation devices. We will show our approach and architecture. We use an event processing tool to handle the events from the home automation devices, prediction algorithms to predict the next action and reinforcement learning to decide which action are suitable to be automated.

引用

页码：201 / 204

页数：4

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