黑神话悟空研究数据

本研究旨在通过在线评论探讨《黑神话：悟空》玩家社区的情感表达和互动模式。通过将社交网络和情感评估理论与社交网络分析和自然语言处理等技术相结合，采用了定量和定性数据分析方法。研究结果表明，玩家的情绪主要从中性到积极不等，游戏机制和文化叙事受到广泛赞赏。此外，该研究还确定了以极端情绪表达和特定集群内异常高的交互率为特征的 astroturfing 实例。意见领袖在社区互动中也发挥了重要作用。这项研究的一个新颖方面是将社交网络理论应用于对游戏评论数据的深入分析，为理解和管理游戏社区提供了新的视角。

This study aims to investigate the emotional expression and interaction patterns of the player community of *Black Myth: Wukong* based on online reviews. It combines social network and emotion evaluation theories with technologies including social network analysis (SNA) and natural language processing (NLP), and adopts both quantitative and qualitative data analysis approaches. The research findings reveal that players' emotions predominantly range from neutral to positive, with game mechanics and cultural narratives receiving widespread acclaim. Furthermore, this study identifies cases of astroturfing marked by extreme emotional expressions and abnormally high interaction rates within specific clusters. Opinion leaders also exert a critical role in community interactions. A novel contribution of this study is the application of social network theory to the in-depth analysis of game review data, which offers new insights for understanding and managing game player communities.

搜集汇总

背景与挑战

背景概述

该数据集包含《黑神话：悟空》玩家社区的情感表达和互动模式研究数据，结合了社交网络分析和自然语言处理技术。研究发现玩家情感以中性到积极为主，游戏机制和文化叙事受到广泛赞赏，并识别出极端情感表达和意见领袖的作用。