TY - GEN
T1 - Experience-based resource description and selection in multiagent information retrieval
AU - Soh, Leen Kiat
PY - 2004
Y1 - 2004
N2 - In this paper, we propose an agent-centric approach to resource description and selection in a multiagent information retrieval (IR). In the multiagent system, each agent learns from its experience through its interactions with other agents their capabilities and qualifications. Based on a distributed ontology learning framework, our methodology allows an agent to profile other agents in a dynamic translation table and a neighborhood profile, which together help determine resource description and selection process. Further, we report on the experiments and results of the first phase of our research, which focuses on the operational issues (e.g., real-time constraints, frequency of queries, number of threads, narrowness in ontology) on how the agents handle queries collaboratively.
AB - In this paper, we propose an agent-centric approach to resource description and selection in a multiagent information retrieval (IR). In the multiagent system, each agent learns from its experience through its interactions with other agents their capabilities and qualifications. Based on a distributed ontology learning framework, our methodology allows an agent to profile other agents in a dynamic translation table and a neighborhood profile, which together help determine resource description and selection process. Further, we report on the experiments and results of the first phase of our research, which focuses on the operational issues (e.g., real-time constraints, frequency of queries, number of threads, narrowness in ontology) on how the agents handle queries collaboratively.
UR - http://www.scopus.com/inward/record.url?scp=10044223525&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=10044223525&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:10044223525
SN - 1577352017
SN - 9781577352013
T3 - Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004
SP - 8
EP - 13
BT - Proceedings of the Seventeenth International FloridaArtificial Intelligence Research Society Conference, FLAIRS 2004
A2 - Barr, V.
A2 - Markov, Z.
T2 - Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004
Y2 - 17 May 2004 through 19 May 2004
ER -