Emotion Modeling

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Emotion Modeling

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Author : Tibor Bosse
language : en
Publisher: Springer
Release Date : 2014-11-11

Emotion Modeling written by Tibor Bosse and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-11 with Computers categories.

Emotion modeling has been an active area of research for almost two decades now. In spite of the growing and diverse body of work in emotion modeling, designing and developing emotion models remains an art, with few standards and systematic guidelines available to guide the design process, and to validate the resulting models. This state-of-the-art volume includes extended versions of eight papers presented at two workshops: Standards in Emotion Modeling, SEM 2011, held in Leiden, The Netherlands, in August 2011, which focused on the challenges, progress and open questions regarding emotion modeling standards, and Emotional and Empathic Agents, EEA 2012, held in conjunction with AAMAS 2012, in Valencia, Spain, in June 2012, which focused on strategies for reducing the complexity of affective models and model re-use. The papers have been organized into two sections: generic models and frameworks, and evaluations of specific models. They represent a sampling of the current efforts toward the development of more systematic methods for emotion modeling, toward the development of standards in emotion model design and validation, and toward more pragmatic approaches to model development, including model component sharing and re-use. The topics range from efforts to define minimum functionalities for agent emotion models and provide tools for systematic comparisons of alternative approaches through approaches to integrating multiple processing levels within an agent architecture to papers exploring the best means of generating empathy and supportive behavior in virtual agents and attempts to address the requirements for realistic modeling of affective expressions across multiple types of social interaction (individual, group and cultural).

Acoustic Modeling For Emotion Recognition

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Author : Koteswara Rao Anne
language : en
Publisher: Springer
Release Date : 2015-03-14

Acoustic Modeling For Emotion Recognition written by Koteswara Rao Anne and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-14 with Technology & Engineering categories.

This book presents state of art research in speech emotion recognition. Readers are first presented with basic research and applications – gradually more advance information is provided, giving readers comprehensive guidance for classify emotions through speech. Simulated databases are used and results extensively compared, with the features and the algorithms implemented using MATLAB. Various emotion recognition models like Linear Discriminant Analysis (LDA), Regularized Discriminant Analysis (RDA), Support Vector Machines (SVM) and K-Nearest neighbor (KNN) and are explored in detail using prosody and spectral features, and feature fusion techniques.

Modelling Machine Emotions For Realizing Intelligence

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Author : Toyoaki Nishida
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-06-21

Modelling Machine Emotions For Realizing Intelligence written by Toyoaki Nishida and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-21 with Technology & Engineering categories.

Emotion connects the thought to the body, which is a magnificent biological - vice for sensing and affecting the world. The thought controls the body through emotions. The body affects the thought through emotions. Through this mec- nism, the thought allows the agent to behave intelligently in the complex world filled with a huge amount of dynamic information. The emotion maps a flux of information into a space which the agent is familiar with, enabling her/him to associate ongoing events with past experiences which help to reduce complexity by providing with a nominal solution. Recent findings in brain science suggest that mirror neurons map visual signals into motor signals for the body. This mechanism might permit one to experience the emotion of the other agent just by feeling the motor signals caused by mirror neurons as a result of visual stimuli caused by the other agent’s emotional beh- iors. In particular, it might play a significant role in invoking empathy in a social situation. It may not be hard to think about what might happen to emotion-less machines. The emotion-less machines may not be able to accumulate experiences to avoid serious failures. They may not be able to communicate with the humans in an empathetic way.

Toward Robotic Socially Believable Behaving Systems Volume I

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Author : Anna Esposito
language : en
Publisher: Springer
Release Date : 2016-03-21

Toward Robotic Socially Believable Behaving Systems Volume I written by Anna Esposito and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-21 with Technology & Engineering categories.

This volume is a collection of research studies on the modeling of emotions in complex autonomous systems. Several experts in the field are reporting their efforts and reviewing the literature in order to shed lights on how the processes of coding and decoding emotional states took place in humans, which are the physiological, physical, and psychological variables involved, invent new mathematical models and algorithms to describe them, and motivate these investigations in the light of observable societal changes and needs, such as the aging population and the cost of health care services. The consequences are the implementation of emotionally and socially believable machines, acting as helpers into domestic spheres, where emotions drive behaviors and actions. The contents of the book are highly multidisciplinary since the modeling of emotions in robotic socially believable systems requires a holistic perspective on topics coming from different research domains such as computer science, engineering, sociology, psychology, linguistic, and information communication. The book is of interest both to experts and students since last research works on a so complex multidisciplinary topic are described in a neat and didactical scientific language.

Handbook Of Research On Synthesizing Human Emotion In Intelligent Systems And Robotics

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Author : Vallverdú, Jordi
language : en
Publisher: IGI Global
Release Date : 2014-11-30

Handbook Of Research On Synthesizing Human Emotion In Intelligent Systems And Robotics written by Vallverdú, Jordi and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-30 with Computers categories.

Emotions convey significant information through means of natural language analysis, embodiment, and emotional signing. Machines equipped with the ability to experience and interpret emotions perform better in complex environments and share in the emotionally-rich social context. The Handbook of Research on Synthesizing Human Emotion in Intelligent Systems and Robotics presents a solid framework for taking human-robot interaction closer to its full potential. Presenting a close look at all the factors involved in modeling emotions and applying a thorough understanding of human emotional recognition to technology, this volume appeals to active researchers in the fields of artificial emotions, artificial intelligence, computing, robotics, philosophy, and psychology, as well as to students interested in the research of synthetic emotions.

Emotional Intelligence

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Author : Aruna Chakraborty
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-11-11

Emotional Intelligence written by Aruna Chakraborty and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-11-11 with Mathematics categories.

Emotional Intelligence is a new discipline of knowledge, dealing with modeling, recognition and control of human emotions. The book Emotional Intelligence: A Cybernetic Approach, to the best of the authors’ knowledge is a first compreh- sive text of its kind that provides a clear introduction to the subject in a precise and insightful writing style. It begins with a philosophical introduction to E- tional Intelligence, and gradually explores the mathematical models for emotional dynamics to study the artificial control of emotion using music and videos, and also to determine the interactions between emotion and logic from the points of view of reasoning. The later part of the book covers the chaotic behavior of - existing emotions under certain conditions of emotional dynamics. Finally, the book attempts to cluster emotions using electroencephalogram signals, and d- onstrates the scope of application of emotional intelligence in several engineering systems, such as human-machine interfaces, psychotherapy, user assistance s- tems, and many others. The book includes ten chapters. Chapter 1 provides an introduction to the s- ject from a philosophical and psychological standpoint. It outlines the fundamental causes of emotion arousal, and typical characteristics of the phenomenon of an emotive experience. The relation between emotion and rationality of thoughts is also introduced here. Principles of natural regulation of emotions are discussed in brief, and the biological basis of emotion arousal using an affective neu- scientific model is introduced next.

Modelling Machine Emotions For Realizing Intelligence

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Author : Toyoaki Nishida
language : en
Publisher:
Release Date : 2010

Modelling Machine Emotions For Realizing Intelligence written by Toyoaki Nishida and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with categories.

Emotion connects the thought to the body, which is a magnificent biological device for sensing and affecting the world. The thought controls the body through emotions. The body affects the thought through emotions. Through this mechanism, the thought allows the agent to behave intelligently in the complex world filled with a huge amount of dynamic information. The emotion maps a flux of information into a space which the agent is familiar with, enabling her/him to associate ongoing events with past experiences which help to reduce complexity by providing with a nominal solution. This research book aims to present recent progress in modeling and synthesizing emotional intelligence. The book consists of ten chapters. The first chapter overviews discussions in this volume. It describes major concepts and issues underlying primitive machineries, appraisal theories, primary and secondary emotions, and image-based thought processes. It discusses how emotional engines might be incorporated into an intelligent system. The nine chapters following this introductory chapter span a wide spectrum of issues concerning emotional models, ranging from a psychological model of priming timing effects to applications to emotionally intelligent agents.

Emotions Technology And Behaviors

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Author : Sharon Y. Tettegah
language : en
Publisher: Academic Press
Release Date : 2015-10-26

Emotions Technology And Behaviors written by Sharon Y. Tettegah and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-26 with Psychology categories.

Exploring the connections between technology, emotions, and behaviors is increasingly important as we spend more and more time online and in digital environments. Technology, Emotions, and Behavior explains the role of technology in the evolution of both emotions and behaviors, and their interaction with each other. It discusses emotion modeling, distraction, and contagion as related to digital narrative and virtual spaces. It examines issues of trust and technology, behaviors used by individuals who are cut off from technology, and how individuals use technology to cope after disasters such as Hurricane Sandy. Technology, Emotions and Behaviors ends by exploring the construct of empathy and perspective-taking through online videos and socially shared activities. Practitioners and researchers will find this text useful in their work. Reviews the intersection between emotional contagion and emotional socialization theory in virtual interactions Examines cross-cultural communicative feedback Discusses the multi-dimensions of trust in technology Covers "digilante" rhetoric and its emotional appeal Devotes an entire section to cyberbullying

Engineering Computational Emotion A Reference Model For Emotion In Artificial Systems

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Author : M. Guadalupe Sánchez-Escribano
language : en
Publisher: Springer
Release Date : 2017-06-17

Engineering Computational Emotion A Reference Model For Emotion In Artificial Systems written by M. Guadalupe Sánchez-Escribano and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-17 with Technology & Engineering categories.

This book provides a new perspective on emotion in artificial systems. It presents an insightful explanation of how emotion might emerge deep inside the systems, and emotional behaviour could be seen as a consequence of their internal management. The final approach attempts to account for a range of events associated with emotion, from functional and behavioural features to aspects related to the dynamics and the development of feeling. The book provides a theoretical foundation for engineering and designing computational emotion as a framework for developing future adaptive systems. It includes a painstaking analysis of the rationales for the features of the final approach, including aspects from the fields of Artificial Intelligence, Psychology, the Cognitive Sciences and Model-based Systems. Synthesizing knowledge from a variety of disciplines, it ultimately presents a model conceptualization following the perspectives of Engineering and the Cognitive Sciences.

Categorical Versus Dimensional Models Of Affect

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Author : Ralph D. Ellis
language : en
Publisher: John Benjamins Publishing
Release Date : 2012

Categorical Versus Dimensional Models Of Affect written by Ralph D. Ellis and has been published by John Benjamins Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Psychology categories.

One of the most important theoretical and empirical issues in the scholarly study of emotion is whether there is a correct list of “basic” types of affect or whether all affective states are better modeled as a combination of locations on shared underlying dimensions. Many thinkers have written on this topic, yet the views of two scientists in particular are dominant. The first is Jaak Panksepp, the father of Affective Neuroscience. Panksepp conceptualizes affect as a set of distinct categories. The leading proponent of the dimensional approach in scientific psychology is James Russell. According to Russell all affect can be decomposed into two underlying dimensions, pleasure versus displeasure and low arousal versus high arousal. In this volume Panksepp and Russell each articulate their positions on eleven fundamental questions about the nature of affect followed by a discussion of these target papers by noted emotion theorists and researchers. Russell and Panksepp respond both to each other and to the commentators. The discussion leads to some stark contrasts, with formidable arguments on both sides, and some interesting convergences between the two streams of work.