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Authors: Alexander Smirnov ; Alexey Kashevnik and Nikolay Shilov

Affiliation: St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, Russian Federation

ISBN: 978-989-8565-31-0

Keyword(s): Context-driven Collaborative Recommending System, Ontology Matching, Ontology Alignment Pattern.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Collaboration and e-Services ; Complex Systems Modeling and Simulation ; Data Engineering ; e-Business ; Enterprise Information Systems ; Health Information Systems ; Integration/Interoperability ; Intelligent Information Systems ; Interoperability ; Knowledge Management and Information Sharing ; Knowledge-Based Systems ; Ontologies and the Semantic Web ; Sensor Networks ; Simulation and Modeling ; Software Agents and Internet Computing ; Software and Architectures ; Symbolic Systems

Abstract: The paper proposes an approach to building a context-driven collaborative recommending system, and concentrates on the ontology matching algorithm and ontology alignment patterns. The designed collaborative recommendation system is based on application of such technologies as user and group profiling, context management, decision mining. It enables for self-organisation of user groups in accordance with changing user profiles and the current situation context. Utilizing of the developed ontology alignment patterns considerably accelerates the ontology fusion and matching processes due to typification of fusion and alignment schemes.

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Paper citation in several formats:
Smirnov, A.; Kashevnik, A. and Shilov, N. (2012). Ontology Matching in Context-driven Collaborative Recommending Systems.In Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 1: KMIS, (IC3K 2012) ISBN 978-989-8565-31-0, pages 139-144. DOI: 10.5220/0004126801390144

@conference{kmis12,
author={Alexander Smirnov. and Alexey Kashevnik. and Nikolay Shilov.},
title={Ontology Matching in Context-driven Collaborative Recommending Systems},
booktitle={Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 1: KMIS, (IC3K 2012)},
year={2012},
pages={139-144},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004126801390144},
isbn={978-989-8565-31-0},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 1: KMIS, (IC3K 2012)
TI - Ontology Matching in Context-driven Collaborative Recommending Systems
SN - 978-989-8565-31-0
AU - Smirnov, A.
AU - Kashevnik, A.
AU - Shilov, N.
PY - 2012
SP - 139
EP - 144
DO - 10.5220/0004126801390144

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