AN AGENT-BASED INFORMATION CUSTOMIZATION SYSTEM USING CBR AND ONTOLOGY

Hyun Jung Lee, Mye M. Sohn

2010

Abstract

An Agent-based Information Customizing System is composed of a Case Generation Agent to transform unstructured documents to a structured form such as cases, and a Case Customization Agent to select the most similar case from the case-base and adjust the selected case depending on the user’s information requirements. The developed case contains features and their values, and each defined case that is based on the information can each has a different feature set. Thus, it is possible to represent the contained details in documents, and it is easier to find more appropriate information from the case pool. Two-step similarity calculation using features and values and domain ontology are applied to find an appropriate case. A case customization process is suggested to adjust the case. In our future work, the suggested system would be applied to traveller’s systems to integrate information and will prove its effectiveness.

Paper Citation

in Harvard Style

Lee H. and M. Sohn M. (2010). AN AGENT-BASED INFORMATION CUSTOMIZATION SYSTEM USING CBR AND ONTOLOGY . In Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-674-021-4, pages 285-290. DOI: 10.5220/0002723702850290

in Bibtex Style

@conference{icaart10,
author={Hyun Jung Lee and Mye M. Sohn},
title={AN AGENT-BASED INFORMATION CUSTOMIZATION SYSTEM USING CBR AND ONTOLOGY},
booktitle={Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2010},
pages={285-290},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002723702850290},
isbn={978-989-674-021-4},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - AN AGENT-BASED INFORMATION CUSTOMIZATION SYSTEM USING CBR AND ONTOLOGY
SN - 978-989-674-021-4
AU - Lee H.
AU - M. Sohn M.
PY - 2010
SP - 285
EP - 290
DO - 10.5220/0002723702850290