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Designing Smart Homes [electronic resource] : The Role of Artificial Intelligence / edited by Juan Carlos Augusto, Chris D. Nugent.

Contributor(s): Augusto, Juan Carlos [editor.] | Nugent, Chris D [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Artificial Intelligence: 4008Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2006Edition: 1st ed. 2006.Description: XI, 183 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783540359951.Subject(s): Artificial intelligence | Application software | Information storage and retrieval systems | Social sciences -- Data processing | Computers and civilization | Electronic data processing -- Management | Artificial Intelligence | Computer and Information Systems Applications | Information Storage and Retrieval | Computer Application in Social and Behavioral Sciences | Computers and Society | IT OperationsAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
Smart Homes Can Be Smarter -- Spatiotemporal Reasoning for Smart Homes -- Temporal Constraints with Multiple Granularities in Smart Homes -- Causal Reasoning for Alert Generation in Smart Homes -- Plans and Planning in Smart Homes -- Temporal Data Mining for Smart Homes -- Cases, Context, and Comfort: Opportunities for Case-Based Reasoning in Smart Homes -- Application of Decision Trees to Smart Homes -- Artificial Neural Networks in Smart Homes -- A Multi-agent Approach to Controlling a Smart Environment.
In: Springer Nature eBookSummary: The area of smart homes is fast developing as an emergent area which attracts the synergy of several areas of science. This volume offers a collection of contributions addressing how artificial intelligence (AI), one of the core areas of computer science, can bring the growing area of smart homes to a higher level of functionality where homes can truly realize the long standing dream of proactively helping their inhabitants in an intelligent way. After an introductory section to describe a smart home scenario and to provide some basic terminology, the following 9 sections turn special attention to a particular exemplar application scenario (provision of healthcare and safety related services to increase the quality of life) exploring the application of specific areas of AI to this scenario.
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Smart Homes Can Be Smarter -- Spatiotemporal Reasoning for Smart Homes -- Temporal Constraints with Multiple Granularities in Smart Homes -- Causal Reasoning for Alert Generation in Smart Homes -- Plans and Planning in Smart Homes -- Temporal Data Mining for Smart Homes -- Cases, Context, and Comfort: Opportunities for Case-Based Reasoning in Smart Homes -- Application of Decision Trees to Smart Homes -- Artificial Neural Networks in Smart Homes -- A Multi-agent Approach to Controlling a Smart Environment.

The area of smart homes is fast developing as an emergent area which attracts the synergy of several areas of science. This volume offers a collection of contributions addressing how artificial intelligence (AI), one of the core areas of computer science, can bring the growing area of smart homes to a higher level of functionality where homes can truly realize the long standing dream of proactively helping their inhabitants in an intelligent way. After an introductory section to describe a smart home scenario and to provide some basic terminology, the following 9 sections turn special attention to a particular exemplar application scenario (provision of healthcare and safety related services to increase the quality of life) exploring the application of specific areas of AI to this scenario.

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