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Third International Conference on Multi Agent Systems (ICMAS'98)
Example-Based Frame Mapping for Heterogeneous Information Agents
Paris, France
July 03-July 07
ISBN: 0-8186-8500-X
| ASCII Text | x | ||
| Fumiaki Itoh, Takaya Ueda, Yuji Ikeda, "Example-Based Frame Mapping for Heterogeneous Information Agents," Multi-Agent Systems, International Conference on, pp. 150, Third International Conference on Multi Agent Systems (ICMAS'98), 1998. | |||
| BibTex | x | ||
| @article{ 10.1109/ICMAS.1998.699044, author = {Fumiaki Itoh and Takaya Ueda and Yuji Ikeda}, title = {Example-Based Frame Mapping for Heterogeneous Information Agents}, journal ={Multi-Agent Systems, International Conference on}, volume = {0}, year = {1998}, isbn = {0-8186-8500-X}, pages = {150}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICMAS.1998.699044}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Multi-Agent Systems, International Conference on TI - Example-Based Frame Mapping for Heterogeneous Information Agents SN - 0-8186-8500-X SP EP A1 - Fumiaki Itoh, A1 - Takaya Ueda, A1 - Yuji Ikeda, PY - 1998 KW - information agent KW - ontology KW - agent commuincation KW - frame KW - information retrieval KW - WWW VL - 0 JA - Multi-Agent Systems, International Conference on ER - | |||
Communication among heterogeneous information agents is often difficult because they often use different structures to express the same information. A common ontology could resolve this problem. However, it would be very difficult to build such an ontology for dynamic information spaces such as the WWW. Thus, automatic reconciliation of differences is necessary to permit multiagent communication within an open environment where new expressions tend to emerge in communication. We propose a technique that enables automatic mapping of equivalent slots in different frames.The proposed technique, Example-Based Frame Mapping (EBFM), generates hypotheses of equivalent slots, then selects a plausible hypothesis by comparing similarities within the examples inferred to express the same object. EBFM solves the essential problems that arise in frame mapping (e.g., synonyms and homonyms) by using only the available information without requiring any domain-specific heuristic knowledge, and can achieve more than 99% accuracy.
Index Terms:
information agent, ontology, agent commuincation, frame, information retrieval, WWW
Citation:
Fumiaki Itoh, Takaya Ueda, Yuji Ikeda, "Example-Based Frame Mapping for Heterogeneous Information Agents," icmas, pp.150, Third International Conference on Multi Agent Systems (ICMAS'98), 1998
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