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Authors: Gongzhu Hu and Shaozhen Ding

Affiliation: Central Michigan University, United States

ISBN: 978-989-674-006-1

Keyword(s): Mobile agent, Distributed data mining, Privacy preserving.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Business Analytics ; Communication and Software Technologies and Architectures ; Data Engineering ; Data Warehouses and Data Mining ; Distributed and Mobile Software Systems ; e-Business ; Enterprise Information Systems ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Multi-Agent Systems ; Software Engineering ; Symbolic Systems

Abstract: In this paper, we propose an agent-based approach to mine association rules from data sets that are distributed across multiple locations while preserving the privacy of local data. This approach relies on the local systems to find frequent itemsets that are encrypted and the partial results are carried from site to site. In this way, the privacy of local data is preserved. We present a structural model that includes several types of mobile agents with specific functionalities and communication scheme to accomplish the task. These agents implement the privacy-preserving algorithms for distributed association rule mining.

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Paper citation in several formats:
Hu G.; Ding S. and (2009). MINING OF ASSOCIATION RULES FROM DISTRIBUTED DATA USING MOBILE AGENTS.In Proceedings of the International Conference on e-Business - Volume 1: ICE-B, (ICETE 2009) ISBN 978-989-674-006-1, pages 21-26. DOI: 10.5220/0002231600210026

@conference{ice-b09,
author={Gongzhu Hu and Shaozhen Ding},
title={MINING OF ASSOCIATION RULES FROM DISTRIBUTED DATA USING MOBILE AGENTS},
booktitle={Proceedings of the International Conference on e-Business - Volume 1: ICE-B, (ICETE 2009)},
year={2009},
pages={21-26},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002231600210026},
isbn={978-989-674-006-1},
}

TY - CONF

JO - Proceedings of the International Conference on e-Business - Volume 1: ICE-B, (ICETE 2009)
TI - MINING OF ASSOCIATION RULES FROM DISTRIBUTED DATA USING MOBILE AGENTS
SN - 978-989-674-006-1
AU - Hu, G.
AU - Ding, S.
PY - 2009
SP - 21
EP - 26
DO - 10.5220/0002231600210026

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