TY - GEN
T1 - Dynamic sub-ontology evolution for collaborative problem solving
AU - Mao, Yuxin
AU - Cheung, Kwok Wai
AU - Wu, Zhaohui
AU - Liu, Jiming
N1 - Copyright:
Copyright 2008 Elsevier B.V., All rights reserved.
PY - 2005
Y1 - 2005
N2 - Emerging Web technologies have enabled the use of distributed on-line resources to support on-demand cooperative problem solving. Domain ontology is one of the resources typically required by many existing problem-solving systems. In this paper, we argue that to meet the on-demand requirement, on-line problem-solvers should go beyond the use of static domain ontology and be able to self-evolve and specialize in the knowledge they possess (called sub-ontology). Building on top of the Semantic Web technology, we propose an agent-oriented architecture and a sub-ontology evolution mechanism for dynamic self-organization of domain sub-ontologies to result in a truly intelligent and on-demand problem-solving platform in a distributed environment like the Web/Grid.
AB - Emerging Web technologies have enabled the use of distributed on-line resources to support on-demand cooperative problem solving. Domain ontology is one of the resources typically required by many existing problem-solving systems. In this paper, we argue that to meet the on-demand requirement, on-line problem-solvers should go beyond the use of static domain ontology and be able to self-evolve and specialize in the knowledge they possess (called sub-ontology). Building on top of the Semantic Web technology, we propose an agent-oriented architecture and a sub-ontology evolution mechanism for dynamic self-organization of domain sub-ontologies to result in a truly intelligent and on-demand problem-solving platform in a distributed environment like the Web/Grid.
UR - http://www.scopus.com/inward/record.url?scp=33646001417&partnerID=8YFLogxK
M3 - Conference proceeding
AN - SCOPUS:33646001417
SN - 9781577352471
T3 - AAAI Fall Symposium - Technical Report
SP - 1
EP - 8
BT - AAAI Fall Symposium - Technical Report
PB - AAAI press
CY - Menlo Park, California
T2 - Agents and semantic web: Papers from the 2004 AAAI fall symposium
Y2 - 4 November 2005 through 6 November 2005
ER -