loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Hyun Jung Lee 1 and Mye M. Sohn 2

Affiliations: 1 Korea University, Korea, Republic of ; 2 Sungkyunkwan University, Korea, Republic of

ISBN: 978-989-674-021-4

Keyword(s): Case-based Reasoning, Ontology, Agent-based System, Information Customization.

Related Ontology Subjects/Areas/Topics: Agent Models and Architectures ; Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Case-Based Reasoning ; Enterprise Information Systems ; Pattern Recognition ; Symbolic Systems ; Theory and Methods

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.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 35.175.120.174

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Lee H.; M. Sohn M. and (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

@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},
}

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

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.