A Survey of Techniques for Constructing Chinese Knowledge Graphs and Their Applications
With the continuous development of intelligent technologies, knowledge graph, the backbone of artificial intelligence, has attracted much attention from both academic and industrial communities due to its powerful capability of knowledge representation and reasoning. In recent years, knowledge graph...
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doaj-fe089d42f5cf4ad99ce48845c190b4612020-11-24T22:20:17ZengMDPI AGSustainability2071-10502018-09-01109324510.3390/su10093245su10093245A Survey of Techniques for Constructing Chinese Knowledge Graphs and Their ApplicationsTianxing Wu0Guilin Qi1Cheng Li2Meng Wang3School of Computer Science and Engineering, Southeast University, Nanjing 211189, ChinaSchool of Computer Science and Engineering, Southeast University, Nanjing 211189, ChinaSchool of Computer Science and Engineering, Southeast University, Nanjing 211189, ChinaSchool of Computer Science and Engineering, Southeast University, Nanjing 211189, ChinaWith the continuous development of intelligent technologies, knowledge graph, the backbone of artificial intelligence, has attracted much attention from both academic and industrial communities due to its powerful capability of knowledge representation and reasoning. In recent years, knowledge graph has been widely applied in different kinds of applications, such as semantic search, question answering, knowledge management and so on. Techniques for building Chinese knowledge graphs are also developing rapidly and different Chinese knowledge graphs have been constructed to support various applications. Under the background of the “One Belt One Road (OBOR)” initiative, cooperating with the countries along OBOR on studying knowledge graph techniques and applications will greatly promote the development of artificial intelligence. At the same time, the accumulated experience of China in developing knowledge graphs is also a good reference to develop non-English knowledge graphs. In this paper, we aim to introduce the techniques of constructing Chinese knowledge graphs and their applications, as well as analyse the impact of knowledge graph on OBOR. We first describe the background of OBOR, and then introduce the concept and development history of knowledge graph and typical Chinese knowledge graphs. Afterwards, we present the details of techniques for constructing Chinese knowledge graphs, and demonstrate several applications of Chinese knowledge graphs. Finally, we list some examples to explain the potential impacts of knowledge graph on OBOR.http://www.mdpi.com/2071-1050/10/9/3245knowledge graphintelligent applicationsOBOR |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Tianxing Wu Guilin Qi Cheng Li Meng Wang |
spellingShingle |
Tianxing Wu Guilin Qi Cheng Li Meng Wang A Survey of Techniques for Constructing Chinese Knowledge Graphs and Their Applications Sustainability knowledge graph intelligent applications OBOR |
author_facet |
Tianxing Wu Guilin Qi Cheng Li Meng Wang |
author_sort |
Tianxing Wu |
title |
A Survey of Techniques for Constructing Chinese Knowledge Graphs and Their Applications |
title_short |
A Survey of Techniques for Constructing Chinese Knowledge Graphs and Their Applications |
title_full |
A Survey of Techniques for Constructing Chinese Knowledge Graphs and Their Applications |
title_fullStr |
A Survey of Techniques for Constructing Chinese Knowledge Graphs and Their Applications |
title_full_unstemmed |
A Survey of Techniques for Constructing Chinese Knowledge Graphs and Their Applications |
title_sort |
survey of techniques for constructing chinese knowledge graphs and their applications |
publisher |
MDPI AG |
series |
Sustainability |
issn |
2071-1050 |
publishDate |
2018-09-01 |
description |
With the continuous development of intelligent technologies, knowledge graph, the backbone of artificial intelligence, has attracted much attention from both academic and industrial communities due to its powerful capability of knowledge representation and reasoning. In recent years, knowledge graph has been widely applied in different kinds of applications, such as semantic search, question answering, knowledge management and so on. Techniques for building Chinese knowledge graphs are also developing rapidly and different Chinese knowledge graphs have been constructed to support various applications. Under the background of the “One Belt One Road (OBOR)” initiative, cooperating with the countries along OBOR on studying knowledge graph techniques and applications will greatly promote the development of artificial intelligence. At the same time, the accumulated experience of China in developing knowledge graphs is also a good reference to develop non-English knowledge graphs. In this paper, we aim to introduce the techniques of constructing Chinese knowledge graphs and their applications, as well as analyse the impact of knowledge graph on OBOR. We first describe the background of OBOR, and then introduce the concept and development history of knowledge graph and typical Chinese knowledge graphs. Afterwards, we present the details of techniques for constructing Chinese knowledge graphs, and demonstrate several applications of Chinese knowledge graphs. Finally, we list some examples to explain the potential impacts of knowledge graph on OBOR. |
topic |
knowledge graph intelligent applications OBOR |
url |
http://www.mdpi.com/2071-1050/10/9/3245 |
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