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Authors: Hilal Tarakci and Nihan Kesim Cicekli

Affiliation: Middle East Technical University, Turkey

ISBN: 978-989-758-049-9

Keyword(s): User Modeling, User Profile, Hypergraph-Based User Model, Knowledge Representation, Recommendation System

Related Ontology Subjects/Areas/Topics: Applications and Case-studies ; Artificial Intelligence ; Collaboration and e-Services ; Data Engineering ; e-Business ; Enterprise Information Systems ; Information Integration ; Integration/Interoperability ; Knowledge Engineering and Ontology Development ; Knowledge Representation ; Knowledge-Based Systems ; Ontologies and the Semantic Web ; Process Knowledge and Semantic Services ; Semantic Web ; Soft Computing ; Symbolic Systems

Abstract: We propose a hypergraph-based user profile which facilitates aggregating partial profiles of the individual and obtain a complete, multi-domain user model. The aggregation involves a semantic enhancement procedure which results in enriched user profiles. The proposed user model is capable of extracting general and domainbased user profiles and answering several connected data queries such as recommendation, in reasonable time. In this paper, we present a recommendation case study which uses the proposed user model and illustrate the traversal algorithms for a variety of connected data problems.

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Paper citation in several formats:
Tarakci H. and Kesim Cicekli N. (2014). Using Hypergraph-based User Profile in a Recommendation System.In Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2014) ISBN 978-989-758-049-9, pages 27-35. DOI: 10.5220/0005029600270035

@conference{keod14,
author={Hilal Tarakci and Nihan Kesim Cicekli},
title={Using Hypergraph-based User Profile in a Recommendation System},
booktitle={Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2014)},
year={2014},
pages={27-35},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005029600270035},
isbn={978-989-758-049-9},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2014)
TI - Using Hypergraph-based User Profile in a Recommendation System
SN - 978-989-758-049-9
AU - Tarakci H.
AU - Kesim Cicekli N.
PY - 2014
SP - 27
EP - 35
DO - 10.5220/0005029600270035

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