Title :
A neural network based on cluster analysis and its applications in psychological assessment
Author :
Lin, Hui ; Pan, Yichao ; Tong, Hengqing ; Tong, Qiaoling ; Liu, Dongsheng
Author_Institution :
Department of Mathematics, Wuhan University of Technology, China
Abstract :
Speediness and effectively are very critical for evaluation of the psychological crisis situation, it is the important foundation and prerequisite of psychological crisis intervention. So need to simplify the index system of psychological crisis assessment scientifically and reasonability. The paper establishes neural network evaluation model based on cluster analysis, according to principles of cluster analysis, the cluster analysis can integrate the variables (or simples) with complex relationship into smaller number of classes, and greatly reduce the scale of the original data. It can be proved by the instance in this paper that the model can evaluate the psychological crisis situation quickly and effectively and can provide a fast and reliable basis for intervention and treatment of the psychological crisis.
Keywords :
Analytical models; Artificial neural networks; Biological system modeling; Correlation; Mathematical model; Psychology; Training; Cluster Analysis; Neural network; Psychological Crisis;
Conference_Titel :
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location :
Hangzhou, China
Print_ISBN :
978-1-4244-7616-9
DOI :
10.1109/ICISE.2010.5689810