Knowledge graph technology belongs to the field of artificial intelligence. It is widely used in semantic search and intelligent question answering. Construction of Uyghur's knowledge graph has the great value of Uyghur information processing and Uyghur application software development. Firstly, this paper describes the definition and structure of the knowledge graph, then it reviews the related research and construction process of the Uyghur's knowledge graph, and analyses the characteristics of word formation of Uighur entities in depth, focuses on the related concepts and methods of knowledge extraction, knowledge fusion, and knowledge update, Introduced the Uyghur semantic disambiguation technology in detail, Finally, looking forward to the future works.
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