Emotion Detector and Counsellor ChatboxJournal: International Journal of Science and Research (IJSR) (Vol.10, No. 11)
Publication Date: 2021-11-05
Authors : Lingamgunta Nikhilesh;
Page : 1220-1223
Keywords : Cognitive behavioral therapy (CBT); Sentimental Analysis; word vector; neural network;
This paper comprises of an overview of the working of the project as well as the theories used in the successful running of it. The user will engage with a virtual human created using basic neural network learning and word vector (NLP Technique). Using Cognitive Behavioral Therapy, the virtual human will advise the user and offer simple methods to improve the user?s daily life. This code also features a popular sentiment analysis algorithm. Sentiment Analysis is the study of the subjective states of the text supplied combining natural language processing, text analysis, and computational linguistics. Using datasets freely available online, we can train models and then use Sentiment Analysis to find out if the user?s response is positive, neutral or negative, and thus decide the virtual therapist?s responses. Looking in to Cognitive Behavioral Theory. CBT (cognitive behavioral therapy) is a kind of psychotherapy in which negative thinking patterns about oneself and the environment are addressed in order to change undesirable behaviors or cure mood disorders like depression. Using transcripts of therapy sessions, we can build the virtual human so that it can provide effective counselling.
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