Constructing a Knowledge Base for Entertainment by Interlinking Multiple Data Sources

This paper describes a knowledge base for entertainment domains, including movies, music, and celebrities. We present an ontology model for representing graph-based knowledge, and describe knowledge processing techniques for constructing an entertainment knowledge base, which is comprised of collect...

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Main Authors: Haklae Kim, Jungyeon Yang
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2017-02-01
Series:EAI Endorsed Transactions on Industrial Networks and Intelligent Systems
Subjects:
Online Access:https://eudl.eu/pdf/10.4108/eai.1-2-2017.152152
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spelling doaj-0a7cb6ae23db4cddb67036af70f767cd2020-11-25T00:49:48ZengEuropean Alliance for Innovation (EAI)EAI Endorsed Transactions on Industrial Networks and Intelligent Systems2410-02182017-02-0141010.4108/eai.1-2-2017.152152Constructing a Knowledge Base for Entertainment by Interlinking Multiple Data SourcesHaklae Kim0Jungyeon Yang1Korea Institute of Science and Technology Information, 245 Daehak-ro, Yuseong-gu, Daejeon, 34141, KoreaSamsung Electronics Co., Ltd., (Maetan dong) 129, Samsung-ro, Yeongtong-gu, Suwon-si, Gyeonggi-do, 16677, KoreaThis paper describes a knowledge base for entertainment domains, including movies, music, and celebrities. We present an ontology model for representing graph-based knowledge, and describe knowledge processing techniques for constructing an entertainment knowledge base, which is comprised of collection and extraction of large-scale data, and knowledge transformation from them. In particular, we address entity resolution and consolidation techniques for integrating particular entities among heterogeneous data sources. We also demonstrate a mobile application using this knowledge base, which allows users to discover relevant entertainment content based on question & answer system.https://eudl.eu/pdf/10.4108/eai.1-2-2017.152152knowledge base; knowledge graph; linked data; entertainment.
collection DOAJ
language English
format Article
sources DOAJ
author Haklae Kim
Jungyeon Yang
spellingShingle Haklae Kim
Jungyeon Yang
Constructing a Knowledge Base for Entertainment by Interlinking Multiple Data Sources
EAI Endorsed Transactions on Industrial Networks and Intelligent Systems
knowledge base; knowledge graph; linked data; entertainment.
author_facet Haklae Kim
Jungyeon Yang
author_sort Haklae Kim
title Constructing a Knowledge Base for Entertainment by Interlinking Multiple Data Sources
title_short Constructing a Knowledge Base for Entertainment by Interlinking Multiple Data Sources
title_full Constructing a Knowledge Base for Entertainment by Interlinking Multiple Data Sources
title_fullStr Constructing a Knowledge Base for Entertainment by Interlinking Multiple Data Sources
title_full_unstemmed Constructing a Knowledge Base for Entertainment by Interlinking Multiple Data Sources
title_sort constructing a knowledge base for entertainment by interlinking multiple data sources
publisher European Alliance for Innovation (EAI)
series EAI Endorsed Transactions on Industrial Networks and Intelligent Systems
issn 2410-0218
publishDate 2017-02-01
description This paper describes a knowledge base for entertainment domains, including movies, music, and celebrities. We present an ontology model for representing graph-based knowledge, and describe knowledge processing techniques for constructing an entertainment knowledge base, which is comprised of collection and extraction of large-scale data, and knowledge transformation from them. In particular, we address entity resolution and consolidation techniques for integrating particular entities among heterogeneous data sources. We also demonstrate a mobile application using this knowledge base, which allows users to discover relevant entertainment content based on question & answer system.
topic knowledge base; knowledge graph; linked data; entertainment.
url https://eudl.eu/pdf/10.4108/eai.1-2-2017.152152
work_keys_str_mv AT haklaekim constructingaknowledgebaseforentertainmentbyinterlinkingmultipledatasources
AT jungyeonyang constructingaknowledgebaseforentertainmentbyinterlinkingmultipledatasources
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