On knowledge grid and grid intelligence: A survey

Kwok Wai CHEUNG*, Jiming LIU

*Corresponding author for this work

Research output: Contribution to journalReview articlepeer-review

12 Citations (Scopus)

Abstract

The next generation Web Intelligence (WI) aims at enabling users to go beyond the existing online information search and knowledge queries functionalities and to gain, from the Web,1 practical wisdom for problem solving. To support such a Wisdom Web, we envision that a grid-like computing infrastructure with intelligent service agencies is needed, where these agencies can interact, self-organize, learn, and evolve their course of actions, identities, and interrelationships for new knowledge creation, as well as scientific and social evolution. In this paper, we first provide an overview of recent development in WI and Semantic/Knowledge Grid. Then, the fundamental capabilities of the Wisdom Web as well as the conceptual architecture of an intelligent Grid for supporting it are described. Technical challenges for realizing Grid Intelligence are highlighted and the recent advancements in related research areas are reviewed.

Original languageEnglish
Pages (from-to)111-129
Number of pages19
JournalComputational Intelligence
Volume21
Issue number2
DOIs
Publication statusPublished - May 2005

Scopus Subject Areas

  • Computational Mathematics
  • Artificial Intelligence

User-Defined Keywords

  • Autonomy-oriented computing
  • Grid Intelligence
  • Knowledge Grid
  • Wisdom Web

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