Multilevel Self-organization in Smart Environment: Approach and Major Technologies

Efficient operation of complex distributed systems such as smart environments requires development of self-organisation mechanisms. However, uncontrolled self-organization can often lead to wrong results. The paper proposes solving this problem through the “top-to-bottom” configuration principle. A...

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Bibliographic Details
Published inKnowledge Discovery, Knowledge Engineering and Knowledge Management Vol. 454; pp. 311 - 325
Main Authors Smirnov, Alexander, Shilov, Nikolay, Kashevnik, Alexey
Format Book Chapter
LanguageEnglish
Published Germany Springer Berlin / Heidelberg 2015
Springer Berlin Heidelberg
SeriesCommunications in Computer and Information Science
Subjects
Artificial intelligence
Data mining
Information retrieval
Multi-level self-organization
Recommending system
Service-oriented architecture
Smart environment
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ISBN3662465485
9783662465486
ISSN1865-0929
1865-0937
DOI10.1007/978-3-662-46549-3_20

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Summary:Efficient operation of complex distributed systems such as smart environments requires development of self-organisation mechanisms. However, uncontrolled self-organization can often lead to wrong results. The paper proposes solving this problem through the “top-to-bottom” configuration principle. A reference model for a smart environment member is proposed. The approach is illustrated via a museum smart environment case study. It is then extended with introducing a recommending system based on the developed smart environment architecture.
ISBN:3662465485
9783662465486
ISSN:1865-0929
1865-0937
DOI:10.1007/978-3-662-46549-3_20