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竞技电子竞技生理、情感和视频数据集。

The competitive esports physiological, affective, and video dataset.

作者信息

Behnke Maciej, Krzyżaniak Wadim, Nowak Jan, Kupiński Szymon, Chwiłkowska Patrycja, Jęśko Białek Szymon, Kłoskowski Maciej, Maciejewski Patryk, Szymański Kacper, Lakens Daniël, Petrova Kate, Jamieson Jeremy P, Gross James J

机构信息

Faculty of Psychology and Cognitive Science, Adam Mickiewicz University, Poznan, Poland.

Cognitive Neuroscience Center, Adam Mickiewicz University, Poznan, Poland.

出版信息

Sci Data. 2025 Jan 11;12(1):56. doi: 10.1038/s41597-024-04364-z.

Abstract

Esports refers to competitive video gaming where individuals compete against each other in organized tournaments for prize money. Here, we present the Competitive Esports Physiological, Affective, and Video (CEPAV) dataset, in which 300 male Counter Strike: Global Offensive gamers participated in a study aimed at optimizing affect during esports tournament. The CEPAV dataset includes (1) physiological data, capturing the player's cardiovascular responses from before, during, and after over 3000 CS: GO matches; (2) self-reported affective data, detailing the affective states experienced before gameplay; and (3) video data, providing a visual record of 552 in-laboratory gaming sessions. We also collected (affect-related) individual differences measures (e.g., well-being, ill-being) across six weeks in three waves. The self-reported affective data also includes gamers' natural language descriptions of gaming affective situations. The CEPAV dataset provides a comprehensive resource for researchers and analysts seeking to understand the complex interplay of physiological, affective, and behavioral factors in esports and other performance contexts.

摘要

电子竞技是指个人在有组织的锦标赛中相互竞争以获取奖金的竞争性电子游戏。在此,我们展示了竞技电子竞技生理、情感和视频(CEPAV)数据集,其中300名男性《反恐精英:全球攻势》玩家参与了一项旨在优化电子竞技比赛期间情感的研究。CEPAV数据集包括:(1)生理数据,记录了玩家在3000多场《反恐精英:全球攻势》比赛之前、期间和之后的心血管反应;(2)自我报告的情感数据,详细说明了游戏前体验到的情感状态;(3)视频数据,提供了552次实验室游戏环节的视觉记录。我们还分三波在六周内收集了(与情感相关的)个体差异测量数据(如幸福感、不幸福感)。自我报告的情感数据还包括玩家对游戏情感情境的自然语言描述。CEPAV数据集为寻求理解电子竞技和其他表现情境中生理、情感和行为因素复杂相互作用的研究人员和分析师提供了全面的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aeb9/11724898/9145eac4e0ce/41597_2024_4364_Fig1_HTML.jpg

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