Comprehensive information emotional theory — An assumption of cognitive-emotional interaction mechanism

Abstract

This paper attempts to establish the foundation and framework of the emotional theory of comprehensive information system. The emotional theory of comprehensive information absorbed the research fruit of comprehensive information, emotional motives -information and three-dimensional PAD emotional theory. This paper defined the main body of a priori information and emotion, a posteriori information and emotion, the actual obtained information and emotion, expected information and emotion, posted sentiment analysis on cognitive information mechanism and the formation mechanism of emotion, proposed information -emotion interaction mechanism model, exported informational and emotional interaction theorem (the first and second theorem), unveiled a rich and complex human information-emotion interaction mechanisms and laws. Comprehensive information emotional theory is a doctrine of a cognitive -affective interaction mechanism.

Adam Deep Learning With SOM for Human Sentiment Classification

“…One contribution [15] was specifically concentrated on diagnosing human depression by analyzing status of the social networking sites in order to explore the overall idea machine learning approach, and traditional natural language processing approaches have been implemented and applied. Moreover, the authors have also employed emotion theories [16] for accomplishment of their tasks. Therefore, this can be an evolutionalry framework for the automated diagnosis of depression.…”