Probabilistic resource space model for managing resources in cyber-physical society

Zhuge, Hai and Xing, Yunpeng (2012). Probabilistic resource space model for managing resources in cyber-physical society. IEEE Transactions on Service Computing, 5 (3), pp. 404-421.

Abstract

Classification is the most basic method for organizing resources in the physical space, cyber space, socio space and mental space. To create a unified model that can effectively manage resources in different spaces is a challenge. The Resource Space Model RSM is to manage versatile resources with a multi-dimensional classification space. It supports generalization and specialization on multi-dimensional classifications. This paper introduces the basic concepts of RSM, and proposes the Probabilistic Resource Space Model, P-RSM, to deal with uncertainty in managing various resources in different spaces of the cyber-physical society. P-RSM’s normal forms, operations and integrity constraints are developed to support effective management of the resource space. Characteristics of the P-RSM are analyzed through experiments. This model also enables various services to be described, discovered and composed from multiple dimensions and abstraction levels with normal form and integrity guarantees. Some extensions and applications of the P-RSM are introduced.

Publication DOI: https://doi.org/10.1109/TSC.2011.12
Divisions: Engineering & Applied Sciences > Computer science
Engineering & Applied Sciences > Computer science research group
Additional Information: © 2012 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Uncontrolled Keywords: nonrelational data model,cyber-physical society,semantic link network,resource space model,resource management,faceted navigation,cyber-physical-socio services,Computer Science Applications,Hardware and Architecture,Information Systems and Management,Computer Networks and Communications
Full Text Link: http://ieeexplo ... rnumber=5719597
Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
Published Date: 2012-02-24
Authors: Zhuge, Hai
Xing, Yunpeng

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