Kohonen SOM Deployment in Android App-based Cognitive Behavioral Therapy for Personality Disorders

被引:1
|
作者
Jayachandran, Chris M. [1 ,2 ]
Shyamala, K. [3 ]
机构
[1] Loyola Coll, Dept Comp Apps MCA, Madras 600034, Tamil Nadu, India
[2] Univ Madras, Madras 600005, Tamil Nadu, India
[3] Univ Madras, Dr Ambedkar Govt Arts Coll Autonomous, Dept Comp Sci, Madras 600005, Tamil Nadu, India
关键词
Personality disorders; Cognitive Behavioral Therapy (CBT); Kohonen SOM; Winner take-all strategy;
D O I
10.1109/WCCCT.2016.69
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Deployment of Kohonen's SOM Algorithm in Smartphone App-based Cognitive Behavioral Therapy for Personality Disorders is one of its kinds Research Work. The crux of the research paper is to highlight the scope of Android App-based Cognitive Behavioral Therapy in coping up with, and conquering various forms of Personality Disorders, by empowering the Android App to Self-learn. Such prowess on the part of the envisioned Android App will be harnessed through Kohonen's SOM Algorithm. This paper also explores the confinements of the research pursuit jointly embarked by the scientists at the universities of Liverpool and Manchester, UK; christened 'Catch It' which is an iOS-based smartphone App using the basic principles of CBT in treating depression and anxiety. Furthermore, this research paper establishes that the aforementioned 'Catch It' app lacks the axioms and evidently amplifies as to how the proposed research work will be a systemic advancement, being more scientific and having more scope to yielding measurable results over the 'Catch It' App.
引用
收藏
页码:255 / 257
页数:3
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