关于黑神话中的情感识别机制:乌孔球员在YouTube上的沟通
QinLi Tang1, XueJiao Bai2, Feng Gan3
1Anhui University of Broadcasting and Television, Hefei, China.
Frontiers in psychology
|October 23, 2025
概括
这项研究分析了YouTube对"黑神话:武功"的评论,发现大部分是积极的情绪,但也发现了讨论中的潜在操纵. 这项研究提供了有关游戏社区互动和治理的见解.
科学领域:
- 数字通信 数字通信
- 计算社会科学 计算社会科学
- 游戏社区研究 游戏社区研究
背景情况:
- 社交媒体是数字游戏中玩家互动和情感表达的关键.
- 关于游戏社区沟通的研究,特别是跨文化沟通,是有限的.
- 在游戏社区中意见领袖和异常行为的影响需要进一步探索.
研究的目的:
- 分析黑神话中的情绪表达和沟通机制:YouTube上的Wukong游戏社区.
- 调查情绪分布,互动强度和潜在的操纵行为.
- 扩大社交网络和情绪评估理论在游戏研究中的应用.
主要方法:
- 利用自然语言处理 (NLP) 和社交网络分析.
- 应用情绪分析和潜伏狄里克莱特分配 (LDA) 话题建模.
- 分析了来自黑神话:武功YouTube频道的7,604个用户评论.
主要成果:
- 大多数评论表现出中性到积极的情绪.
- 讨论主要集中在游戏机制和文化叙事上.
- 在特定主题讨论中观察到意见指导或"水军"干预的证据.
结论:
- 这项研究为游戏中的跨文化接受性研究提供了理论支持.
- 为检测数字社区中的虚假交互提供实用价值.
- 通过了解在线行为,为数字社区的治理做出贡献.
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