Using Machine Learning to Detect Emotions and Predict Human Psychology

Using Machine Learning to Detect Emotions and Predict Human Psychology
Title Using Machine Learning to Detect Emotions and Predict Human Psychology PDF eBook
Author Rai, Mritunjay
Publisher IGI Global
Total Pages 332
Release 2024-02-26
Genre Psychology
ISBN

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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.

Machine and Deep Learning Techniques for Emotion Detection

Machine and Deep Learning Techniques for Emotion Detection
Title Machine and Deep Learning Techniques for Emotion Detection PDF eBook
Author Rai, Mritunjay
Publisher IGI Global
Total Pages 333
Release 2024-05-14
Genre Psychology
ISBN

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Computer understanding of human emotions has become crucial and complex within the era of digital interaction and artificial intelligence. Emotion detection, a field within AI, holds promise for enhancing user experiences, personalizing services, and revolutionizing industries. However, navigating this landscape requires a deep understanding of machine and deep learning techniques and the interdisciplinary challenges accompanying them. Machine and Deep Learning Techniques for Emotion Detection offer a comprehensive solution to this pressing problem. Designed for academic scholars, practitioners, and students, it is a guiding light through the intricate terrain of emotion detection. By blending theoretical insights with practical implementations and real-world case studies, our book equips readers with the knowledge and tools needed to advance the frontier of emotion analysis using machine and deep learning methodologies.

The Climate Change Crisis and Its Impact on Mental Health

The Climate Change Crisis and Its Impact on Mental Health
Title The Climate Change Crisis and Its Impact on Mental Health PDF eBook
Author Samanta, Debabrata
Publisher IGI Global
Total Pages 338
Release 2024-04-03
Genre Psychology
ISBN

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Amidst the issues of our changing climate, a critical yet often overlooked concern comes to the forefront—the profound impact on mental health. As our planet experiences shifts in temperature and ecosystems teeter on the brink, a silent crisis takes root, woven into the fabric of our collective well-being. The Climate Change Crisis lays bare the extensive consequences of environmental upheaval on the human psyche, transcending scientific debates and policy discussions. No longer confined to abstract notions, climate change emerges as an omnipresent force, shaping not only landscapes but profoundly affecting the mental resilience of individuals and communities. This urgent challenge resonates through the pages of The Climate Change Crisis and Its Impact on Mental Health, which acts as a guiding resource for academic scholars navigating the path toward holistic solutions. In the relentless face of climate change, awareness becomes a potent tool for change. This book illuminates the unseen toll on mental well-being, underscoring the direct and indirect psychological impacts of environmental shifts. It delves into the ethical and economic dimensions, amplifying the urgency for comprehensive solutions. Moreover, it not only examines the challenges but also provides a roadmap for mitigation and adaptation. It empowers scholars to delve into topics like disaster response, resource scarcity, and climate-induced migration, fostering a deeper understanding of the complexities at play.

Impact of AI and Robotics on the Medical Tourism Industry

Impact of AI and Robotics on the Medical Tourism Industry
Title Impact of AI and Robotics on the Medical Tourism Industry PDF eBook
Author Hassan, Viana
Publisher IGI Global
Total Pages 383
Release 2024-03-18
Genre Business & Economics
ISBN

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In the ancient world, health seekers traversed vast distances to pursue well-being. Fast forward to the 21st century, and the concept of medical tourism has evolved into a global industry worth billions of dollars. The burgeoning demand for quality healthcare has pushed traditional boundaries, necessitating a more sophisticated and interconnected healthcare ecosystem. Integrating Artificial Intelligence (AI) into medical practices empowers individuals to actively manage their health while providing healthcare practitioners with invaluable insights for tailored patient care. Impact of AI and Robotics on the Medical Tourism Industry delves into the transformative impact of AI and robotics on this dynamic sector. It explores how AI can encourage and assist patients in their health plans while augmenting healthcare practitioners' capabilities to utilize specific patient data to offer unique guidance. It dissects real-world examples, such as Cleveland Clinic Abu Dhabi's integration of robotic surgery, showcasing how these technologies revolutionize traditional medical practices.

The Lifelong Learning Journey of Health Professionals: Continuing Education and Professional Development

The Lifelong Learning Journey of Health Professionals: Continuing Education and Professional Development
Title The Lifelong Learning Journey of Health Professionals: Continuing Education and Professional Development PDF eBook
Author Filipe, Helena Prior
Publisher IGI Global
Total Pages 305
Release 2024-03-06
Genre Medical
ISBN 1668467577

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Health professionals grapple with a critical challenge: the traditional Continuous Medical Education (CME) model falls short of fostering the unique skills and self-directed learning required for a dynamic career. As medical practitioners navigate a world of new epidemiological models, technologies, and strategies, the need for a transformative solution becomes evident. The Lifelong Learning Journey of Health Professionals: Continuing Education and Professional Development is a book that not only identifies the limitations of existing education models but also provides a comprehensive solution for ushering in a new era of lifelong learning. This compelling book advocates for a paradigm shift towards Continuous Professional Development (CPD), a contemporary concept that embraces non-traditional learning formats. It dismantles the inadequacies of credit-based training by emphasizing the importance of self-direction and self-assessment for adult learners. From core principles for designing a robust CPD system to exploring successful models, alternative credentials, and the role of learning communities, the book offers a holistic approach to reshaping medical education.

Emerging Engineering Technologies and Industrial Applications

Emerging Engineering Technologies and Industrial Applications
Title Emerging Engineering Technologies and Industrial Applications PDF eBook
Author El Kacimi, Younes
Publisher IGI Global
Total Pages 453
Release 2024-05-06
Genre Science
ISBN

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Engineers have long been architects of progress, erecting massive buildings that touch the skies and designing technologies that redefine realms of known possibility. In this era of rapid change, keeping pace with innovation is the main challenge. Emerging Engineering Technologies and Industrial Applications is a comprehensive research book that delves deep into the heart of a relentless technological revolution within modern industry. From the limitless potential of the Internet of Things (IoT) to the cognitive wonders of Artificial Intelligence (AI), from the microscopic marvels of Nanotechnology to the precision and agility of Robotics, and from the revolutionary advancements in 3D Printing to the transformative capabilities of blockchain, this book explores emerging technologies. This book is an indispensable resource for professionals and researchers working in the field of emerging engineering technologies and their industrial applications. It caters to a diverse range of disciplines, including computer science and information technology, environmental, agricultural, and physical sciences, medical, healthcare, and life sciences, as well as science and engineering, and anyone seeking to navigate the current technological progress in the 21st century.

Frontiers in Combating Antibacterial Resistance: Current Perspectives and Future Horizons

Frontiers in Combating Antibacterial Resistance: Current Perspectives and Future Horizons
Title Frontiers in Combating Antibacterial Resistance: Current Perspectives and Future Horizons PDF eBook
Author Grewal, Ajmer Singh
Publisher IGI Global
Total Pages 442
Release 2024-03-25
Genre Medical
ISBN

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The rise of modern antimicrobial drug resistance has evolved into a pressing global health crisis, challenging the very foundation of our ability to combat infectious diseases. The overuse and accessibility of antibiotics, particularly in emerging nations, have given rise to resilient "superbugs," rendering common medications ineffective. This escalating challenge poses a significant threat to public health and leads to heightened healthcare costs, prolonged patient stays, and increased mortality rates. As communities grapple with the urgent need for a coordinated response, a comprehensive understanding of antimicrobial drug resistance and innovative strategies becomes paramount. Frontiers in Combating Antibacterial Resistance: Current Perspectives and Future Horizons is meticulously crafted for academic scholars, researchers, and healthcare professionals. It addresses this critical issue head-on and serves as a beacon of knowledge and a solution-oriented guide. With a focus on elucidating the mechanisms behind antimicrobial drug resistance and exploring emerging therapeutic targets, the book presents an in-depth analysis of the problem. It spans environmental, genetic, and climatic factors influencing resistance, delving into cutting-edge technologies and sustainable strategies for prevention. By offering a holistic view of the issue and proposing evidence-based solutions, the book is an indispensable resource for those seeking to navigate the complex landscape of antimicrobial drug resistance.