4th International Conference on Intelligent Environments (IE 08) 2008
DOI: 10.1049/cp:20081170
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Keeping the intelligent environment resident in the loop

Abstract: Recent technological advancements have increased the likelihood that smart home technologies will become part of our everyday environments. However, many of these technologies are brittle and do not adapt to the user's wishes or changes in residents' habits and lifestyle. Here we introduce CASAS, an adaptive smart home that utilizes machine learning techniques to discover patterns in user behavior and to automatically mimic these patterns. Our goal is to keep the resident in control of the automation. Users ca… Show more

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Cited by 12 publications
(9 citation statements)
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“…For example, inhabitant behaviors at home can be recorded with a time stamp. The relationship of the behaviors in time can thus be analyzed [24][25][26]. Another issue is that people's behavior and demand usually change with time.…”
Section: Smart Environmentmentioning
confidence: 99%
“…For example, inhabitant behaviors at home can be recorded with a time stamp. The relationship of the behaviors in time can thus be analyzed [24][25][26]. Another issue is that people's behavior and demand usually change with time.…”
Section: Smart Environmentmentioning
confidence: 99%
“…There have been major advancements in the area of smart homes research that is enriching the home environment with technology (e.g., sensors and interconnected devices in a network) [8]. The most popular smart home projects are MavHome (Managing an Adaptive Versatile Home) [9], GatorTech [10], CASAS smart home [11], EasyLiving project [12] etc. The design of smart home depends on user requirement and living lifestyle of the resident; several approaches are proposed to identify activities of daily living of the resident of the home [13].…”
Section: Introductionmentioning
confidence: 99%
“…With the decrease in the prices of electronic sensors and automation devices such as X10 1 , their usage to provide control and various entertainment facilities in smart spaces are becoming hugely popular. In order to efficiently control intelligent physical devices inside a smart space, researchers have placed attention on the intuitive 3D GUI design and explored its usability issues [1] [2]. Compared to WIMP like 2D interfaces, a 3D user interface such as Second Life 2 can improve interaction with smart home.…”
Section: Introductionmentioning
confidence: 99%
“…With the growing popularity of Second Life (SL), users often design their virtual 3D homes mimicking that of their real homes. In this paper we propose the design and development of a flexible 3D virtual home interface [1] [2] in order to automate real world devices. 1 X10, http://www.x10.com/homepage.htm 2 Second Life, http://lindenlab.com/ Our proposed method as depicted in Figure 1 can be used to bridge the gap between the real home and the respective 3D virtual home in Second Life by incorporating services that control and synchronize the communication events to and from the smart home devices.…”
Section: Introductionmentioning
confidence: 99%