The method of Constructing Chinese Knowledge Base based on open source English Knowledge Base

DOI

10.2991/essaeme-16.2016.115How to use a DOI?

Keywords

Knowledge base; Chinese; YAGO; Translation.

Abstract

Building a large-scale knowledge base is a hot spot in the current research of big data, and it is the basis of Internet search, Question Answering (Q&A), Machine Translation (MT) etc. At present, it has formed serval mature English knowledge base, such as YAGO, Freebase, DBpedia, etc. but we still lack a large-scale Chinese knowledge base. This paper presents an approach to construct the Chinese knowledge base by using the automatic translation technique and the method of building the Chinese knowledge base with the source of English knowledge base. And proposing a quality calibration method based on the search engine. In order to verify the above method, we take the YAGO English knowledge base as an example, the formation of Chinese Knowledge most quality of knowledge is up to 95%, and a few low quality data can be discarded after being calibrated. The method is an important supplement to building a large-scale knowledge base by using text information extraction, crowdsourcing and other methods.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

TY  - CONF
AU  - Zhonghe He
AU  - Yunbao Gong
AU  - Liang Gan
AU  - Xiaohui Chou
PY  - 2016/08
DA  - 2016/08
TI  - The method of Constructing Chinese Knowledge Base based on open source English Knowledge Base
BT  - Proceedings of the 2016 International Conference on Economics, Social Science, Arts, Education and Management Engineering
PB  - Atlantis Press
SP  - 549
EP  - 552
SN  - 2352-5398
UR  - https://doi.org/10.2991/essaeme-16.2016.115
DO  - 10.2991/essaeme-16.2016.115
ID  - He2016/08
ER  -