TY - JOUR
T1 - On knowledge grid and grid intelligence
T2 - A survey
AU - CHEUNG, Kwok Wai
AU - LIU, Jiming
N1 - Copyright:
Copyright 2008 Elsevier B.V., All rights reserved.
PY - 2005/5
Y1 - 2005/5
N2 - 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.
AB - 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.
KW - Autonomy-oriented computing
KW - Grid Intelligence
KW - Knowledge Grid
KW - Wisdom Web
UR - http://www.scopus.com/inward/record.url?scp=17644375478&partnerID=8YFLogxK
U2 - 10.1111/j.0824-7935.2005.00267.x
DO - 10.1111/j.0824-7935.2005.00267.x
M3 - Review article
AN - SCOPUS:17644375478
SN - 0824-7935
VL - 21
SP - 111
EP - 129
JO - Computational Intelligence
JF - Computational Intelligence
IS - 2
ER -