Emotion Modeling

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Emotion Modeling

Author : Tibor Bosse,Joost Broekens,João Dias,Janneke M. van der Zwaan
Publisher : Springer
Page : 0 pages
File Size : 43,9 Mb
Release : 2014-11-25
Category : Computers
ISBN : 3319129724

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Emotion Modeling by Tibor Bosse,Joost Broekens,João Dias,Janneke M. van der Zwaan Pdf

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).

Emotion Modeling

Author : Tibor Bosse,Joost Broekens,João Dias,Janneke van der Zwaan
Publisher : Springer
Page : 167 pages
File Size : 50,7 Mb
Release : 2014-11-11
Category : Computers
ISBN : 9783319129730

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Emotion Modeling by Tibor Bosse,Joost Broekens,João Dias,Janneke van der Zwaan Pdf

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

Author : Koteswara Rao Anne,Swarna Kuchibhotla,Hima Deepthi Vankayalapati
Publisher : Springer
Page : 72 pages
File Size : 50,9 Mb
Release : 2015-03-14
Category : Technology & Engineering
ISBN : 9783319155302

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Acoustic Modeling for Emotion Recognition by Koteswara Rao Anne,Swarna Kuchibhotla,Hima Deepthi Vankayalapati Pdf

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.

Engineering Computational Emotion - A Reference Model for Emotion in Artificial Systems

Author : M. Guadalupe Sánchez-Escribano
Publisher : Springer
Page : 258 pages
File Size : 43,9 Mb
Release : 2017-06-17
Category : Technology & Engineering
ISBN : 9783319594309

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Engineering Computational Emotion - A Reference Model for Emotion in Artificial Systems by M. Guadalupe Sánchez-Escribano Pdf

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.

Handbook of Research on Synthesizing Human Emotion in Intelligent Systems and Robotics

Author : Vallverdú, Jordi
Publisher : IGI Global
Page : 469 pages
File Size : 47,8 Mb
Release : 2014-11-30
Category : Computers
ISBN : 9781466672796

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Handbook of Research on Synthesizing Human Emotion in Intelligent Systems and Robotics by Vallverdú, Jordi Pdf

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.

Advances in Conceptual Modeling

Author : Georg Grossmann,Sudha Ram
Publisher : Springer Nature
Page : 252 pages
File Size : 52,9 Mb
Release : 2020-12-21
Category : Computers
ISBN : 9783030658472

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Advances in Conceptual Modeling by Georg Grossmann,Sudha Ram Pdf

This book constitutes the refereed proceedings of five workshops symposia, held at the 39th International Conference on Conceptual Modeling, ER 2020, which were supposed to be held in Vienna, Austria, in November 2020, but were held virtually due to the COVID-19 pandemic instead. The 20 papers promote and disseminate research on theories of concepts underlying conceptual modeling, methods and tools for developing and communicating conceptual models, techniques for transforming conceptual models into effective implementations, and the impact of conceptual modeling techniques on databases, business strategies and information systems. The following workshops are included in this volume: First Workshop on Conceptual Modeling Meets Artificial Intelligence and Data-Driven Decision Making (CMAI); First International Workshop on Conceptual Modeling for Life Sciences (CMLS); Second Workshop on Conceptual Modeling, Ontologies and (Meta)data Management for Findable, Accessible, Interoperable and Reusable (FAIR) Data (CMOMM4FAIR); First Workshop on Conceptual Modeling for NoSQL Data Stores (CoMoNoS); and Third International Workshop on Empirical Methods in Conceptual Modeling (EmpER).

Language and Emotion. Volume 3

Author : Gesine Lenore Schiewer,Jeanette Altarriba,Bee Chin Ng
Publisher : Walter de Gruyter GmbH & Co KG
Page : 974 pages
File Size : 47,5 Mb
Release : 2023-05-08
Category : Language Arts & Disciplines
ISBN : 9783110795486

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Language and Emotion. Volume 3 by Gesine Lenore Schiewer,Jeanette Altarriba,Bee Chin Ng Pdf

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.

Cognitive Perspectives on Emotion and Motivation

Author : V. Hamilton,Gordon H. Bower,Nico H. Frijda
Publisher : Springer Science & Business Media
Page : 447 pages
File Size : 44,8 Mb
Release : 2012-12-06
Category : Psychology
ISBN : 9789400927926

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Cognitive Perspectives on Emotion and Motivation by V. Hamilton,Gordon H. Bower,Nico H. Frijda Pdf

This book presents the contributions of the members of an Advanced Research Workshop on Cogni ti ve Science Perspectives on Emotion, Motivation and Cognition. The Workshop, funded mainly by the NATO Scientific Affairs Division, together with a contribution from the (British) Economic and Social Research Council, was conducted at II Ciocco, Tuscany, Italy, 21-27 June 1987. The venue for our discussions was ideal: a quiet holiday hotel, 500m high in the Apennine mountain range, approached by a mile of perilously steep, winding narrow road. The isolation was conducive to concentrated discussions on the topics of the Workshop. The reason for the Workshop was a felt need for researchers from disparate but related approaches to cognition, emotion, and motivation to communicate their perspectives and arguments to one another. To take just one example, the framework of information processing and the metaphor of mind as a computer has wrought a major revolution in psychological theories of cogni tion. That framework has radically altered the way psychologists conceptualize perception, memory, language, thought, and action. Those advances have formed the intellectual substrate for the "cognitive science" perspective on mental life.

MultiMedia Modeling

Author : Klaus Schoeffmann,Thanarat H. Chalidabhongse,Chong Wah Ngo,Supavadee Aramvith,Noel E. O’Connor,Yo-Sung Ho,Moncef Gabbouj,Ahmed Elgammal
Publisher : Springer
Page : 460 pages
File Size : 50,8 Mb
Release : 2018-01-30
Category : Computers
ISBN : 9783319736006

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MultiMedia Modeling by Klaus Schoeffmann,Thanarat H. Chalidabhongse,Chong Wah Ngo,Supavadee Aramvith,Noel E. O’Connor,Yo-Sung Ho,Moncef Gabbouj,Ahmed Elgammal Pdf

The two-volume set LNCS 10704 and 10705 constitutes the thoroughly refereed proceedings of the 24th International Conference on Multimedia Modeling, MMM 2018, held in Bangkok, Thailand, in February 2018. Of the 185 full papers submitted, 46 were selected for oral presentation and 28 for poster presentation; in addition, 5 papers were accepted for Multimedia Analytics: Perspectives, Techniques, and Applications, 12 extended abstracts for demonstrations ,and 9 accepted papers for Video Browser Showdown 2018. All papers presented were carefully reviewed and selected from 185 submissions.

The Oxford Handbook of Positive Emotion and Psychopathology

Author : June Gruber
Publisher : Oxford Library of Psychology
Page : 654 pages
File Size : 49,7 Mb
Release : 2019
Category : Psychology
ISBN : 9780190653200

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The Oxford Handbook of Positive Emotion and Psychopathology by June Gruber Pdf

The Oxford Handbook of Positive Emotion and Psychopathology provides insight into the role of positive emotions in mental health and illness. It shares cutting-edge discoveries from renowned psychological scientists throughout the world and across different clinical disorders, ranging from depression and anxiety to trauma, pain, bipolar disorder, and schizophrenia.

Emotion Recognition

Author : Amit Konar,Aruna Chakraborty
Publisher : John Wiley & Sons
Page : 580 pages
File Size : 48,6 Mb
Release : 2015-01-27
Category : Technology & Engineering
ISBN : 9781118130667

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Emotion Recognition by Amit Konar,Aruna Chakraborty Pdf

A timely book containing foundations and current research directions on emotion recognition by facial expression, voice, gesture and biopotential signals This book provides a comprehensive examination of the research methodology of different modalities of emotion recognition. Key topics of discussion include facial expression, voice and biopotential signal-based emotion recognition. Special emphasis is given to feature selection, feature reduction, classifier design and multi-modal fusion to improve performance of emotion-classifiers. Written by several experts, the book includes several tools and techniques, including dynamic Bayesian networks, neural nets, hidden Markov model, rough sets, type-2 fuzzy sets, support vector machines and their applications in emotion recognition by different modalities. The book ends with a discussion on emotion recognition in automotive fields to determine stress and anger of the drivers, responsible for degradation of their performance and driving-ability. There is an increasing demand of emotion recognition in diverse fields, including psycho-therapy, bio-medicine and security in government, public and private agencies. The importance of emotion recognition has been given priority by industries including Hewlett Packard in the design and development of the next generation human-computer interface (HCI) systems. Emotion Recognition: A Pattern Analysis Approach would be of great interest to researchers, graduate students and practitioners, as the book Offers both foundations and advances on emotion recognition in a single volume Provides a thorough and insightful introduction to the subject by utilizing computational tools of diverse domains Inspires young researchers to prepare themselves for their own research Demonstrates direction of future research through new technologies, such as Microsoft Kinect, EEG systems etc.

Appraisal Processes in Emotion

Author : Klaus R. Scherer,Angela Schorr,Tom Johnstone
Publisher : Oxford University Press, USA
Page : 493 pages
File Size : 53,7 Mb
Release : 2001
Category : Electronic books
ISBN : 9780195130072

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Appraisal Processes in Emotion by Klaus R. Scherer,Angela Schorr,Tom Johnstone Pdf

Researchers from Europe and the US summarize the current state of the major appraisal theories, critically assess their basic assumptions, and review research methods and representative results.

The Cambridge Handbook of Human Affective Neuroscience

Author : Jorge Armony,Patrik Vuilleumier
Publisher : Cambridge University Press
Page : 983 pages
File Size : 47,9 Mb
Release : 2013-01-21
Category : Psychology
ISBN : 9781107310704

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The Cambridge Handbook of Human Affective Neuroscience by Jorge Armony,Patrik Vuilleumier Pdf

Neuroscientific research on emotion has developed dramatically over the past decade. The cognitive neuroscience of human emotion, which has emerged as the new and thriving area of 'affective neuroscience', is rapidly rendering existing overviews of the field obsolete. This handbook provides a comprehensive, up-to-date and authoritative survey of knowledge and topics investigated in this cutting-edge field. It covers a range of topics, from face and voice perception to pain and music, as well as social behaviors and decision making. The book considers and interrogates multiple research methods, among them brain imaging and physiology measurements, as well as methods used to evaluate behavior and genetics. Editors Jorge Armony and Patrik Vuilleumier have enlisted well-known and active researchers from more than twenty institutions across three continents, bringing geographic as well as methodological breadth to the collection. This timely volume will become a key reference work for researchers and students in the growing field of neuroscience.

User Modeling 2007

Author : Cristina Conati,Kathleen McCoy,Georgios Paliouras
Publisher : Springer
Page : 496 pages
File Size : 41,7 Mb
Release : 2007-08-28
Category : Computers
ISBN : 9783540730781

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User Modeling 2007 by Cristina Conati,Kathleen McCoy,Georgios Paliouras Pdf

This book constitutes the refereed proceedings of the 11th International Conference on User Modeling, UM 2007, held in Corfu, Greece in July 2007. Coverage includes evaluating user/student modeling techniques, data mining and machine learning for user modeling, user adaptation and usability, modeling affect and meta-cognition, as well as intelligent information retrieval, information filtering and content personalization.