Emotional behavior analysis method based on intelligent algorithm

The invention discloses an emotional behavior analysis method based on an intelligent algorithm, and the method comprises the steps: collecting the times and force of clicking a screen by an actor in unit time through a sensor, and constructing a behavior data set; performing feature extraction and...

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Bibliographic Details
Main Authors LIN LI, ZHU JIANG, WEN YABIN
Format Patent
LanguageChinese
English
Published 20.12.2022
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
DIAGNOSIS
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
HANDLING RECORD CARRIERS
HUMAN NECESSITIES
HYGIENE
IDENTIFICATION
MEDICAL OR VETERINARY SCIENCE
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
SURGERY
TELEPHONIC COMMUNICATION
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Summary:The invention discloses an emotional behavior analysis method based on an intelligent algorithm, and the method comprises the steps: collecting the times and force of clicking a screen by an actor in unit time through a sensor, and constructing a behavior data set; performing feature extraction and normalization processing on the data set; establishing a peak function; comparing the behavior with the characteristic quantity by using the similarity matrix; using an attention mechanism to extract similar information of the number of clicks and the strength of the actor on the screen in unit time; further obtaining a characteristic difference value; obtaining an average pooling vector and a maximum pooling vector of the data set; a probability value is given to the category of each output emotion through a softmax function, and meanwhile, the difference between the probability of the category and the probability of the real category is predicted through a cross entropy calculation model; judging the category of
Bibliography:Application Number: CN202211442252