Affective Game Computing: A Survey

IF 23.2 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Proceedings of the IEEE Pub Date : 2023-10-03 DOI:10.1109/JPROC.2023.3315689
Georgios N. Yannakakis;David Melhart
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Abstract

This article surveys the current state-of-the-art in affective computing (AC) principles, methods, and tools as applied to games. We review this emerging field, namely affective game computing, through the lens of the four core phases of the affective loop: game affect elicitation, game affect sensing, game affect detection, and game affect adaptation. In addition, we provide a taxonomy of terms, methods, and approaches used across the four phases of the affective game loop and situate the field within this taxonomy. We continue with a comprehensive review of available affect data collection methods with regard to gaming interfaces, sensors, annotation protocols, and available corpora. This article concludes with a discussion on the current limitations of affective game computing and our vision for the most promising future research directions in the field.
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情感游戏计算研究综述
本文综述了当前应用于游戏的情感计算(AC)原理、方法和工具的最新进展。我们通过情感循环的四个核心阶段来回顾这个新兴领域,即情感游戏计算:游戏情感启发、游戏情感感知、游戏情感检测和游戏情感适应。此外,我们提供了情感游戏循环四个阶段使用的术语、方法和方法的分类法,并将该领域置于该分类法中。我们继续全面审查游戏界面、传感器、注释协议和可用语料库方面的可用影响数据收集方法。本文最后讨论了情感游戏计算的当前局限性,以及我们对该领域最有前景的未来研究方向的展望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Proceedings of the IEEE
Proceedings of the IEEE 工程技术-工程:电子与电气
CiteScore
46.40
自引率
1.00%
发文量
160
审稿时长
3-8 weeks
期刊介绍: Proceedings of the IEEE is the leading journal to provide in-depth review, survey, and tutorial coverage of the technical developments in electronics, electrical and computer engineering, and computer science. Consistently ranked as one of the top journals by Impact Factor, Article Influence Score and more, the journal serves as a trusted resource for engineers around the world.
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