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Using Machine Learning to Detect Emotions and Predict Human Psychology

Using Machine Learning to Detect Emotions and Predict Human Psychology - Hardcover

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Availability:In StockContributor:Mritunjay Rai, Jay Kumar PandeyPublish date:2/26/2024Pages:340
Languages:EnglishPublisher:IGI GlobalISBN-13:9798369319109UPC:9798369319109Book Category:Psychology, ComputersBook Subcategory:Psychotherapy, Data Science, Research & MethodologyBook Topic:Humanistic, Machine LearningSize:10.00 x 7.00 x 0.81 inchesWeight:0.808Product ID:SCSR28GB8H
In the realm of analyzing human emotions through Artificial Intelligence (AI), a myriad of challenges persist. From the intricate nuances of emotional subtleties to the broader concerns of ethical considerations, privacy implications, and the ongoing battle against bias, AI faces a complex landscape when venturing into the understanding of human emotions. These challenges underscore the intricate balance required to navigate the human psyche with accuracy. The book, Using Machine Learning to Detect Emotions and Predict Human Psychology, serves as a guide for innovative solutions in the field of emotion detection through AI. It explores facial expression analysis, where AI decodes real-time emotions through subtle cues such as eyebrow movements and micro-expressions. In speech and voice analysis, the book unveils how AI processes vocal nuances to discern emotions, considering elements like tone, pitch, and language intricacies. Additionally, the power of text analysis is of great importance, revealing how AI extracts emotional tones from diverse textual communications. By weaving these systems together, the book offers a holistic solution to the challenges faced by AI in understanding the complex landscape of human emotions.
Languages:EnglishPublisher:IGI GlobalISBN-13:9798369319109UPC:9798369319109Book Category:Psychology, ComputersBook Subcategory:Psychotherapy, Data Science, Research & MethodologyBook Topic:Humanistic, Machine LearningSize:10.00 x 7.00 x 0.81 inchesWeight:0.808Product ID:SCSR28GB8H
Publisher: IGI Global

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