Using Machine Learning to Detect Emotions and Predict Human Psychology

Rai (Curatore)

Pandey (Curatore)

IGI Global, 2024

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. For researchers and educators seeking to unravel the complexities of emotion detection, the book becomes an indispensable resource, providing valuable insights for scholars in engineering, medicine, and healthcare. Beyond academia, it serves as a crucial tool for educators teaching courses at both undergraduate and postgraduate levels, bridging the gap between theoretical knowledge and practical applications in the burgeoning field of emotional intelligence. With a commitment to contributing to the evolution of human communication, the book positions itself as a great resource for the psychological research community, offering profound insights into emotions and their predictions through the lens of Artificial Intelligence.

• Curatore: Rai, Pandey
• Editore: IGI Global
• Anno: 2024
• Rilegatura: Hardback
• Pagine: 340 p.
• Dimensioni: 279 x 216 mm
• EAN: 9798369319109

Testo in English