A fuzzy collaborative assessment approach for knowledge grid

Authors:
Hai Zhuge;Jie Liu
Affiliations:
Knowledge Grid Research Group, Key Lab of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, PO. Box 2704-28, 100080 Beijing, China;Knowledge Grid Research Group, Key Lab of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, PO. Box 2704-28, 100080 Beijing, China
Venue:
Future Generation Computer Systems - Special issue: Semantic grid and knowledge grid: the next-generation web
Year:
2004

Citing 14
Cited 5

Fuzzy sets and fuzzy logic: theory and applications

Fuzzy sets and fuzzy logic: theory and applications
Generator maintenance scheduling using a genetic algorithm

Fuzzy Sets and Systems - Special issue on applications of fuzzy theory in electronic power systems
Service level management with agent technology

Computer Networks: The International Journal of Computer and Telecommunications Networking - Pioneering tomorrow's Internet Selected papers from the TERENA Networking Conference 2000 22–25 May 2000, Lisbon, Portugal
Evaluation of SGML-based information through fuzzy techniques

Information Processing and Management: an International Journal
Data quality assessment

Communications of the ACM - Supporting community and building social capital
Evaluations of architectural designs and implementation for database-driven web sites

Data & Knowledge Engineering
Assessing the Quality of Web-Based Applications via Navigational Structures

IEEE MultiMedia
Self-Organization and Identification of Web Communities

Computer
Efficient Data Mining for Path Traversal Patterns

IEEE Transactions on Knowledge and Data Engineering
A user-centered approach to evaluating human interaction with web search engines: an exploratory study

Information Processing and Management: an International Journal
Clustering Soft-Devices in the Semantic Grid

Computing in Science and Engineering
Structuring the knowledge-based systems evaluation process

IIS '97 Proceedings of the 1997 IASTED International Conference on Intelligent Information Systems (IIS '97)
Dynamic evaluation approach for virtual conflict decision training

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Fuzzy Grading System

IEEE Transactions on Education

Cooperative decision making in a knowledge grid environment

Future Generation Computer Systems
Discovering phishing target based on semantic link network

Future Generation Computer Systems
Credibility assignment in knowledge grid environment

GPC'07 Proceedings of the 2nd international conference on Advances in grid and pervasive computing
SoPhIA: a unified architecture for knowledge discovery

AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
Trust in collaborative web applications

Future Generation Computer Systems

Quantified Score

Hi-index	0.00

Visualization

Abstract

The assessment of Knowledge Grid is important to its design, development and maintenance. The difference between Knowledge Grid and website in structure and content determines that the current website assessment approaches are not suitable for assessing the Knowledge Grid. This paper proposes a fuzzy collaborative assessment approach combining the objective and subjective assessment strategies. The objective assessment strategy integrates the criteria used in website assessment and those related to knowledge organization and management. The subjective assessment strategy assesses the quality of knowledge service through the cooperation between experts and agents. The proposed approach also provides the optimum solution for improving the performance of the Knowledge Grid based on the assessment result and constraints. We demonstrate the proposed approach through a real application.