Fuzzy resource space model and platform

Authors:
Hai Zhuge
Affiliations:
Knowledge Grid Research Group, Key Lab of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, P.O. Box 2704, Beijing 100080, PR China
Venue:
Journal of Systems and Software
Year:
2004

Citing 14
Cited 1

Object-oriented modeling and design

Object-oriented modeling and design
Conflict decision training through multi-space co-operation

Decision Support Systems
Supporting cognitive models as users

ACM Transactions on Computer-Human Interaction (TOCHI) - Special issue on human-computer interaction in the new millennium, Part 2
Distributed cognition: toward a new foundation for human-computer interaction research

ACM Transactions on Computer-Human Interaction (TOCHI) - Special issue on human-computer interaction in the new millennium, Part 2
On the effective use and reuse of HCI knowledge

ACM Transactions on Computer-Human Interaction (TOCHI) - Special issue on human-computer interaction in the new millennium, Part 2
A relational model of data for large shared data banks

Communications of the ACM
Extracting query modifications from nonlinear SVMs

Proceedings of the 11th international conference on World Wide Web
Intelligent Indexing and Semantic Retrieval of Multimodal Documents

Information Retrieval
Hyperlink Analysis for the Web

IEEE Internet Computing
A Comparative Study of Various Nested Normal Forms

IEEE Transactions on Knowledge and Data Engineering
XML, RDF, and Relatives

IEEE Intelligent Systems
Agents and the Semantic Web

IEEE Intelligent Systems
Semantic Web Services

IEEE Intelligent Systems
Clustering Soft-Devices in the Semantic Grid

Computing in Science and Engineering

Pushing scientific documents by discovering interest in information flow within e-science knowledge grid

GCC'05 Proceedings of the 4th international conference on Grid and Cooperative Computing

Quantified Score

Hi-index	0.00

Visualization

Abstract

The resource space model (RSM) is a model for organizing versatile resources in normal forms and providing uniform resource management operations. In applications, we find three important factors that influence the effectiveness of organizing and operating resources: natural semantics of resources, resource providers' beliefs, and resource users' beliefs. The relationship between the three factors influences the effectiveness of resource management operations. This paper proposes a fuzzy resource space model (FRSM), which consists of a fuzzy resource space and a fuzzy operation language expressing the resource providers' beliefs and the resource users' beliefs. By properly dealing with the two kinds of beliefs, the FRSM improves the RSM in effectively managing resources. The proposed model has been implemented in the Knowledge Grid platform VEGA-KG.