Using Machine Learning to Detect Emotions and Predict Human Psychology

Mritunjay Rai, Jay Kumar Pandey (Herausgeber)

Media-Kombination

313 Seiten

2024
Medical Information Science Reference
979-8-3693-1913-0 (ISBN)

Infos

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.

Autor

Mritunjay Rai is working as an Assistant Professor in the Department of Electronics and Communication at SRM University, Lucknow-Deva Road, Barabanki, UP. He is pursuing a Ph.D. from IIT-ISM Dhanbad. He has completed his B.Tech in ECE from Sri Ramswaroop Memorial College of Engineering and Management, Lucknow (SRMCEM) in 2009 and Master of Engineering (distinction) in Instrumentation and Control from Birla Institute of Technology-Mesra, Ranchi in 2013. His areas of interest lie in image processing, speech processing, Artificial Intelligence, machine learning, deep learning, Internet of Things (IoT) and robotics & automation. He has more than 9 years of working experience in research as well as academic. In addition, he has guided several UG and PG projects. He has published many research articles in reputed Journals published by IEEE, Inderscience, etc. He has reviewed many research papers of Journals and international/national conferences. Jay Kumar Pandey is currently working as an Assistant Professor in the Department of Electronics and Communication Engineering at Shri Ramswaroop Memorial University, Barabanki (U.P.) India. Dr. Pandey has completed his Ph.D. in renewable energy and has done his M.Tech with a specialization in Power Control (Instrumentation) and also done his MBA in Finance and Marketing. His subjects of interest are related to Instrumentation and control, Image Processing, Digital Electronics, Machine Learning, and Solar PV. He is an active member of the Institution of Electronics and Telecommunication Engineers (IETE) & IAENG (International Association of Engineers). He has 12 years of teaching and research experience and has published more than 15 research papers in national and international journals /conferences.

Produkt-Details

• Erscheint lt. Verlag: 26.2.2024
• Reihe/Serie: Advances in Psychology, Mental Health, and Behavioral Studies
• Verlagsort: Hershey
• Sprache: englisch
• Maße: 178 x 254 mm
• Themenwelt: Geisteswissenschaften ► Psychologie ► Humanistische Psychotherapien
• ISBN-13: 979-8-3693-1913-0 / 9798369319130
• Zustand: Neuware