金博

个人信息Personal Information

教授

博士生导师

硕士生导师

性别:男

毕业院校:大连理工大学

学位:博士

所在单位:创新创业学院

学科:计算机应用技术

办公地点:创客空间607

电子邮箱:jinbo@dlut.edu.cn

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Semantic knowledge mining for human motion classification

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论文类型:期刊论文

发表时间:2012-10-01

发表刊物:Journal of Information and Computational Science

收录刊物:EI、Scopus

卷号:9

期号:10

页面范围:2761-2770

ISSN号:15487741

摘要:The current methods employed for capturing human motion data are based only on numerical strategies. It has been found that these methods reduce the dimension of sequence as well as the consumption of the calculation. However, these methods can neither be utilized in the field of implicit knowledge acquired from the sequences movement nor meet the processing requirements of a computer. This paper presents a conceptual analysis based on the movement of knowledge organization. For this purpose, the structure of the human body is anglicized, in addition to the physiology and sports science domain knowledge. Further, on the basis of a large number and poorly marked annotation of motion, the HowNet knowledge organization approach is imported for explaining the concept of movement, organization and the network for semantic description of human motion. Finally, a prototype is accomplished in order to illustrate how to establish the semantic network as well as the effectiveness of the model. ? 2012 Binary Information Press.