Machine and Deep Learning Techniques for Emotion Detection

Machine and Deep Learning Techniques for Emotion Detection PDF Author: Rai, Mritunjay
Publisher: IGI Global
ISBN:
Category : Psychology
Languages : en
Pages : 333

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Book Description
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.

Ubiquitous Technologies for Emotion Recognition

Ubiquitous Technologies for Emotion Recognition PDF Author: Oresti Banos
Publisher: Mdpi AG
ISBN: 9783036518022
Category : Technology & Engineering
Languages : en
Pages : 194

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Book Description
Emotions play a very important role in how we think and behave. As such, the emotions we feel every day can compel us to act and influence the decisions and plans we make about our lives. Being able to measure, analyze, and better comprehend how or why our emotions may change is thus of much relevance to understand human behavior and its consequences. Despite the great efforts made in the past in the study of human emotions, it is only now, with the advent of wearable, mobile, and ubiquitous technologies, that we can aim to sense and recognize emotions, continuously and in real time. This book brings together the latest experiences, findings, and developments regarding ubiquitous sensing, modeling, and the recognition of human emotions.

Machine and Deep Learning Techniques for Emotion Detection

Machine and Deep Learning Techniques for Emotion Detection PDF Author: Rai, Mritunjay
Publisher: IGI Global
ISBN:
Category : Psychology
Languages : en
Pages : 333

Get Book Here

Book Description
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.

Emotional AI

Emotional AI PDF Author: Andrew McStay
Publisher: SAGE
ISBN: 1526451328
Category : Language Arts & Disciplines
Languages : en
Pages : 249

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Book Description
Combining established theory with original analysis, this book provides a clear account of the social benefits and drawbacks of new media trends and technologies such as emoji, wearables and chatbots and calls for a more critical approach to the rollout of emotional AI in public and private spheres.

Heart of the Machine

Heart of the Machine PDF Author: Richard Yonck
Publisher: Arcade
ISBN: 195069111X
Category : Computers
Languages : en
Pages : 338

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Book Description
For Readers of Ray Kurzweil and Michio Kaku, a New Look at the Cutting Edge of Artificial Intelligence Imagine a robotic stuffed animal that can read and respond to a child’s emotional state, a commercial that can recognize and change based on a customer’s facial expression, or a company that can actually create feelings as though a person were experiencing them naturally. Heart of the Machine explores the next giant step in the relationship between humans and technology: the ability of computers to recognize, respond to, and even replicate emotions. Computers have long been integral to our lives, and their advances continue at an exponential rate. Many believe that artificial intelligence equal or superior to human intelligence will happen in the not-too-distance future; some even think machine consciousness will follow. Futurist Richard Yonck argues that emotion, the first, most basic, and most natural form of communication, is at the heart of how we will soon work with and use computers. Instilling emotions into computers is the next leap in our centuries-old obsession with creating machines that replicate humans. But for every benefit this progress may bring to our lives, there is a possible pitfall. Emotion recognition could lead to advanced surveillance, and the same technology that can manipulate our feelings could become a method of mass control. And, as shown in movies like Her and Ex Machina, our society already holds a deep-seated anxiety about what might happen if machines could actually feel and break free from our control. Heart of the Machine is an exploration of the new and inevitable ways in which mankind and technology will interact. The paperback edition has a new foreword by Rana el Kaliouby, PhD, a pioneer in artificial emotional intelligence, as well as the cofounder and CEO of Affectiva, the acclaimed AI startup spun off from the MIT Media Lab.

Intelligent Techniques and Applications in Science and Technology

Intelligent Techniques and Applications in Science and Technology PDF Author: Subhojit Dawn
Publisher: Springer Nature
ISBN: 3030423638
Category : Technology & Engineering
Languages : en
Pages : 1126

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Book Description
This book provides innovative ideas on achieving sustainable development and using green technologies to conserve our ecosystem. Innovation is the successful exploitation of a new idea. Through innovation, we can achieve MORE while using LESS. Innovations in science & technology will not only help mankind as a whole, but also contribute to the economic growth of individual countries. It is essential that the global problem of environmental degradation be addressed immediately, and thus, we need to rethink the concept of sustainable development. Indeed, new environmentally friendly technologies are fundamental to attaining sustainable development. The book shares a wealth of innovative green technological ideas on how to preserve and improve the quality of the environment, and how to establish a more resource-efficient and sustainable society. The book provides an interdisciplinary approach to addressing various technical issues and capitalizing on advances in computing & optimization for scientific & technological development, smart information, communication, bio-monitoring, smart cities, food quality assessment, waste management, environmental aspects, alternative energies, sustainable infrastructure development, etc. In short, it offers valuable information and insights for budding engineers, researchers, upcoming young minds and industry professionals, promoting awareness for recent advances in the various fields mentioned above.

Information Technology and Applications

Information Technology and Applications PDF Author: Xiaolong Li
Publisher: CRC Press
ISBN: 1315687216
Category : Computers
Languages : en
Pages : 400

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Book Description
Information Technology (IT) is the application of computers and telecommunications equipment to store, retrieve, transmit and manipulate data, often in the context of a business or other enterprise. IT has become one of the most fundamental technologies in today‘s social life, and there are many unsolved issues related to IT and its applications.Th

Language and Emotion. Volume 3

Language and Emotion. Volume 3 PDF Author: Gesine Lenore Schiewer
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110795485
Category : Language Arts & Disciplines
Languages : en
Pages : 974

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Book Description
The Handbook consists of four major sections. Each section is introduced by a main article: Theories of Emotion – General Aspects Perspectives in Communication Theory, Semiotics, and Linguistics Perspectives on Language and Emotion in Cultural Studies Interdisciplinary and Applied Perspectives The first section presents interdisciplinary emotion theories relevant for the field of language and communication research, including the history of emotion research. The second section focuses on the full range of emotion-related aspects in linguistics, semiotics, and communication theories. The next section focuses on cultural studies and language and emotion; emotions in arts and literature, as well as research on emotion in literary studies; and media and emotion. The final section covers different domains, social practices, and applications, such as society, policy, diplomacy, economics and business communication, religion and emotional language, the domain of affective computing in human-machine interaction, and language and emotion research for language education. Overall, this Handbook represents a comprehensive overview in a rich, diverse compendium never before published in this particular domain.

Blurring organizational issues and social phenomena in the age of technology: a multidisciplinary perspective

Blurring organizational issues and social phenomena in the age of technology: a multidisciplinary perspective PDF Author: Nemesio Castillo
Publisher: Lulu.com
ISBN: 130070344X
Category : Business & Economics
Languages : en
Pages : 439

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Book Description
The predominant view in economic theory until the crisis of the '70s, argued the great enterprise was the key player in the innovation process, this was conceived as an activity that unfolded in specific areas, with clear responsibilities and predetermined objectives. This operating structure of the innovative process was functional demand model that favored the standardization of production. The innovative process was developed predominantly by firms that had a domain oligopolistic market from which they made windfall with which financed the research and development activities. In this context, the role of SMEs in the innovation process is limited to covering the portion of the market that big companies left.

Digital Health

Digital Health PDF Author: Alan Godfrey
Publisher: Academic Press
ISBN: 0128189150
Category : Technology & Engineering
Languages : en
Pages : 400

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Book Description
Digital Health: Exploring Use and Integration of Wearables is the first book to show how and why engineering theory is used to solve real-world clinical applications, considering the knowledge and lessons gathered during many international projects. This book provides a pragmatic A to Z guide on the design, deployment and use of wearable technologies for laboratory and remote patient assessment, aligning the shared interests of diverse professions to meet with a common goal of translating engineering theory to modern clinical practice. It offers multidisciplinary experiences to guide engineers where no clinically advice and expertise may be available. Entering the domain of wearables in healthcare is notoriously difficult as projects and ideas often fail to deliver due to the lack of clinical understanding, i.e., what do healthcare professionals and patients really need? This book provides engineers and computer scientists with the clinical guidance to ensure their novel work successfully translates to inform real-world clinical diagnosis, treatment and management. - Presents the first guide for wearable technologies in a multidisciplinary and translational manner - Helps engineers design real-world applications to help them better understand theory and drive pragmatic clinical solutions - Combines the expertise of engineers and clinicians in one go-to guide, accessible to all

Collaboration Technologies and Social Computing

Collaboration Technologies and Social Computing PDF Author: Hideyuki Takada
Publisher: Springer Nature
ISBN: 3031421418
Category : Computers
Languages : en
Pages : 247

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Book Description
This book constitutes the refereed proceedings of the 29th International Conference on Collaboration Technologies and Social Computing, CollabTech 2023, held in Osaka, Japan, during August 29–September 1, 2023, in hybrid mode. The 8 full papers presented in this book together with 12 short papers were carefully reviewed and selected from 31 submissions. The papers focus on innovative technical, human and organizational approaches to expand collaboration support including computer science, management science, design science, cognitive and social science.