Detecting Trust and Deception in Group Interaction

Name: Detecting Trust and Deception in Group Interaction
Brand: Springer Nature Switzerland AG
SKU: 9783030543822
Price: 115.57 EUR
Availability: InStock

Автор: Norah E. Dunbar, Judee K. Burgoon

Език:

Корици: С твърди корици

Издател: Springer Nature Switzerland AG

Наличност: Външен склад

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This book analyzes the multimodal verbal and nonverbal behavior of humans in both an artificial game...

Информация за книгата

Автор

Norah E. Dunbar, Judee K. Burgoon

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2021

страници

232

EAN

9783030543822

ISBN

303054382X

Enbook ID

33632257

Издател

Springer Nature Switzerland AG

Теглоt

518

Размери

160 x 241 x 18

Пълно описание

This book analyzes the multimodal verbal and nonverbal behavior of humans in both an artificial game, based on the well-known Mafia and Resistance games, as well as selected other settings. This book develops statistical results linking different types of facial expressions (e.g. smile, pursed lips, raised eyebrows), vocal features (e.g., pitch, loudness) and linguistic features (e.g., dominant language, turn length) with both unary behaviors (e.g. is person X lying?) to binary behaviors (Is person X dominant compared to person Y? Does X trust Y? Does X like Y?). In addition, this book describes machine learning and computer vision-based algorithms that can be used to predict deception, as well as the visual focus of attention of people during discussions that can be linked to many binary behaviors. It is written by a multidisciplinary team of both social scientists and computer scientists.Meetings are at the very heart of human activity. Whether you are involved in a business meeting or in a diplomatic negotiation, such an event has multiple actors, some cooperative and some adversarial. Some actors may be deceptive, others may have complex relationships with others in the group. This book consists of a set of 11 chapters that describe the factors that link human behavior in group settings and attitudes to facial and voice characteristics.Researchers working in social sciences (communication, psychology, cognitive science) with an interest in studying the link between human interpersonal behavior and facial/speech/linguistic characteristics will be interested in this book. Computer scientists, who are interested in developing machine learning and deep learning based models of human behavior in group settings will also be interested in purchasing this book.

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Detecting Trust and Deception in Group Interaction

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