| 书目名称 | Detecting Trust and Deception in Group Interaction | | 编辑 | V. S. Subrahmanian,Judee K. Burgoon,Norah E. Dunba | | 视频video | | | 概述 | One of the first books to study the link between human behavior in group settings with facial expressions and speech analysis.One of the first books to illustrate how advanced machine learning and dee | | 丛书名称 | Terrorism, Security, and Computation | | 图书封面 |  | | 描述 | .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 | | 出版日期 | Book 2021 | | 关键词 | Human behavior; deception; dominance; deference; like/dislike; trust; computer vision; machine learning; Fac | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-54383-9 | | isbn_softcover | 978-3-030-54385-3 | | isbn_ebook | 978-3-030-54383-9Series ISSN 2197-8778 Series E-ISSN 2197-8786 | | issn_series | 2197-8778 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 18:21:11
