Title :
Evaluation of Social Stability Based on Multi-class Support Vector Machine
Author :
Li, Qianqian ; Liu, Yijun ; Niu, Wenyuan
Abstract :
In the relationship of "Reform, Development, Stability", social stability is the foundation of making a nation work well. Therefore, this paper gets into the in-depth source on why the society shows unstable sometimes and establishes an index system for evaluating the social stability trend from the perspective of social combustion theory which is the kernel component of social physics. Furthermore, we construct a mathematical model to assess the social stability by applying multi-class support vector machine. By result analysis, the prediction of multi-class support vector machine is much identical to the reality, which is significant to construct a harmony society.
Keywords :
Accidents; Combustion; Indexes; Stability criteria; Support vector machines; Thermal stability; social stability; support vector machine;
Conference_Titel :
Computer and Information Science (ICIS), 2011 IEEE/ACIS 10th International Conference on
Conference_Location :
Sanya, China
Print_ISBN :
978-1-4577-0141-2
DOI :
10.1109/ICIS.2011.26