| 书目名称 | Multimodal Affective Computing | | 副标题 | Technologies and App | | 编辑 | Ramón Zatarain Cabada,Héctor Manuel Cárdenas López | | 视频video | | | 概述 | Provides practical applications for making intelligent learning environments that consider human affective states.Explores automatic analysis of human behavior in the context of affective computing, s | | 图书封面 |  | | 描述 | .This book explores AI methodologies for the implementation of affective states in intelligent learning environments. Divided into four parts, .Multimodal Affective Computing: Technologies and Applications in Learning Environments. begins with an overview of Affective Computing and Intelligent Learning Environments, from their fundamentals and essential theoretical support up to their fusion and some successful practical applications. The basic concepts of Affective Computing, Machine Learning, and Pattern Recognition in Affective Computing, and Affective Learning Environments are presented in a comprehensive and easy-to-read manner. In the second part, a review on the emerging field of Sentiment Analysis for Learning Environments is introduced, including a systematic descriptive tour through topics such as building resources for sentiment detection, methods for data representation, designing and testing the classification models, and model integration into a learningsystem. The methodologies corresponding to Multimodal Recognition of Learning-Oriented Emotions are presented in the third part of the book, where topics such as building resources for emotion detection, methods for da | | 出版日期 | Book 2023 | | 关键词 | Affective Tutoring Systems; Multimodal emotion recognition; Multimodal sentiment analysis; Automatic pe | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-32542-7 | | isbn_softcover | 978-3-031-32544-1 | | isbn_ebook | 978-3-031-32542-7 | | 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 17:34:42
