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Authors: Mustafa Azak and Aysenur Birturk

Affiliation: Middle East Technical University, Turkey

Keyword(s): Web Personalization, Recommender Systems, Cross Domain Recommendation, Recommendation Frameworks, Recommender Engines.

Related Ontology Subjects/Areas/Topics: Biomedical Engineering ; Data Engineering ; Enterprise Information Systems ; Health Information Systems ; Information Systems Analysis and Specification ; Knowledge Management ; Ontologies and the Semantic Web ; Ontology and the Semantic Web ; Personalized Web Sites and Services ; Society, e-Business and e-Government ; Web Information Systems and Technologies ; Web Interfaces and Applications ; Web Personalization

Abstract: We propose a dynamic framework that differs from the previous works as it focuses on the easy development of knowledge-based recommenders and it proposes an intensive cross domain capability with the help of domain knowledge. The framework has a generic and flexible structure that data models and user interfaces are generated based on ontologies. New recommendation domains can be integrated to the framework easily in order to improve recommendation diversity. We accomplish the cross-domain recommendation via an abstraction in domain features if the direct matching of the domain features is not possible when the domains are not very close to each other.

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Paper citation in several formats:
Azak, M. and Birturk, A. (2010). CROSSING FRAMEWORK - A Dynamic Infrastructure to Develop Knowledge-based Recommenders in Cross Domains. In Proceedings of the 6th International Conference on Web Information Systems and Technology - Volume 2: WEBIST; ISBN 978-989-674-025-2; ISSN 2184-3252, SciTePress, pages 125-130. DOI: 10.5220/0002807901250130

@conference{webist10,
author={Mustafa Azak. and Aysenur Birturk.},
title={CROSSING FRAMEWORK - A Dynamic Infrastructure to Develop Knowledge-based Recommenders in Cross Domains},
booktitle={Proceedings of the 6th International Conference on Web Information Systems and Technology - Volume 2: WEBIST},
year={2010},
pages={125-130},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002807901250130},
isbn={978-989-674-025-2},
issn={2184-3252},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Web Information Systems and Technology - Volume 2: WEBIST
TI - CROSSING FRAMEWORK - A Dynamic Infrastructure to Develop Knowledge-based Recommenders in Cross Domains
SN - 978-989-674-025-2
IS - 2184-3252
AU - Azak, M.
AU - Birturk, A.
PY - 2010
SP - 125
EP - 130
DO - 10.5220/0002807901250130
PB - SciTePress

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