Semantic classification method for network Tibetan corpus

doi:10.1007/s10586-017-0742-6

CORC > 北京大学 > 信息科学技术学院

	Semantic classification method for network Tibetan corpus
	Xu, Gui-Xian ; Wang, Chang-Zhi ; Wang, Li-Hui ; Zhou, Yu-Hong ; Li, Wei-Kang ; Xu, Hao ; Huang, Qing
刊名	CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
	2017
关键词	Tibetan information processing Semantic ontology Concept similarity Semantic classification
DOI	10.1007/s10586-017-0742-6
英文摘要	Tibetan web pages appear enormously. It is meaningful that the information processing technology is utilized to find the useful knowledge from the Tibetan web information. Tibetan semantic ontology can enrich the Tibetan digital resource and is helpful to improve the information processing performance. In this paper, semantic classification of Tibetan network corpus is studied. Firstly Tibetan web pages are collected. Secondly preprocessing is conducted to extract the useful information from Web pages. Thirdly the word segmentation and text representation are introduced. Finally the text similarity classification algorithm is proposed to classify the text. During the experiment, the comparison between semantic classification and non semantic classification is conducted. The results show that the semantic classification performance is obviously superior to non semantic classification. This means that making full use of ontology semantic relationship can greatly enhance the classification accuracy. The research is useful and helpful to the study of Tibetan semantic information processing.; SCI(E); ARTICLE; 1,SI; 155-165; 20
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/474750]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Xu, Gui-Xian,Wang, Chang-Zhi,Wang, Li-Hui,et al. Semantic classification method for network Tibetan corpus[J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS,2017.
APA	Xu, Gui-Xian.,Wang, Chang-Zhi.,Wang, Li-Hui.,Zhou, Yu-Hong.,Li, Wei-Kang.,...&Huang, Qing.(2017).Semantic classification method for network Tibetan corpus.CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS.
MLA	Xu, Gui-Xian,et al."Semantic classification method for network Tibetan corpus".CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS (2017).