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Authors: Aekyung Moon ; Yoo-mi Park and Young-il Choi

Affiliation: ETRI, Korea, Republic of

Keyword(s): Recommendation, Personalization, Network Knowledge.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Business Analytics ; Cloud Computing ; Communication and Software Technologies and Architectures ; Data Engineering ; Data Semantics ; Data Warehouses and Data Mining ; e-Business ; Enterprise Information Systems ; Knowledge Acquisition ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Semantic Web Technologies ; Services Science ; Software Agents and Internet Computing ; Symbolic Systems

Abstract: We propose ontology based knowledge modeling (OKM) that can support to provide the two-step personalized services for the end users using network knowledge. The two-step personalization services are consisted of service recommendation step and contents recommendation step. To achieve this, in this paper, we classify network knowledge and build ontology to represent them including user profiles and user’s preferences. Furthermore, we propose the efficient functions of learner and recommender. Learner makes the user service usage model which consists of {context, services} pairs. Recommender is consisted of service recommender and contents recommender for supporting two-step personalization.

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Paper citation in several formats:
Moon, A.; Park, Y. and Choi, Y. (2009). ONTOLOGY BASED KNOWLEDGE MODELING FOR THE TWO-STEP PERSONALIZED SERVICES IN NEXT GENERATION NETWORKS. In Proceedings of the 4th International Conference on Software and Data Technologies - Volume 2: ICSOFT; ISBN 978-989-674-010-8; ISSN 2184-2833, SciTePress, pages 332-337. DOI: 10.5220/0002280903320337

@conference{icsoft09,
author={Aekyung Moon. and Yoo{-}mi Park. and Young{-}il Choi.},
title={ONTOLOGY BASED KNOWLEDGE MODELING FOR THE TWO-STEP PERSONALIZED SERVICES IN NEXT GENERATION NETWORKS},
booktitle={Proceedings of the 4th International Conference on Software and Data Technologies - Volume 2: ICSOFT},
year={2009},
pages={332-337},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002280903320337},
isbn={978-989-674-010-8},
issn={2184-2833},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Software and Data Technologies - Volume 2: ICSOFT
TI - ONTOLOGY BASED KNOWLEDGE MODELING FOR THE TWO-STEP PERSONALIZED SERVICES IN NEXT GENERATION NETWORKS
SN - 978-989-674-010-8
IS - 2184-2833
AU - Moon, A.
AU - Park, Y.
AU - Choi, Y.
PY - 2009
SP - 332
EP - 337
DO - 10.5220/0002280903320337
PB - SciTePress

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