A Support Vector Machine Model for the Situation Awareness System

摘要：

Situation awareness (SA) is to describe the challenges faced by us when interacting with controlled systems or work environments through technological interfaces. This paper first gives a mathematical description for SA. It then classifies all the possibilities of SA functions into classification and regression problems which can be readily resolved by some machine learning tools. Based on the results, this paper constructs a support vector machine model to deal with the two types of issues of SA.

关键词： Situation Awareness Machine Learning Support Vector Machine Information Systems

作者: Bo Liu Jie Lu Guangquan Zhang Zhifeng Hao Ya Gao

作者单位: College of Computer Science and Engineering, South China University of Technology, Guangzhou 510640, Faculty of Information Technology, University of Technology, Sydney, PO Box 123, NSW 2007, Australia College of Computer Science and Engineering, South China University of Technology, Guangzhou 510640,

会议类型: 国际会议

会议名称: The 1st International Conference on Risk Analysis and Crisis Response(首届风险分析与危机反应国际学术研讨会)

会议地点: 上海

会议语种:英文

页码: 244-248

在线出版日期: 2007-09-25（万方平台首次上网日期，不代表论文的发表时间）