Cultural Insights in Souls-like Games: Analyzing Player Behaviors, Perspectives, and Emotions Across a Multicultural Context
Official implementation of "Cultural Insights in Souls-like Games: Analyzing Player Behaviors, Perspectives, and Emotions Across a Multicultural Context". This paper has been accepted in IEEE Transactions on Games.
Souls-like games are one of the most popular and emerging genres in the contemporary gaming world. This study compared the behavioral characteristics, perspectives, and emotional expressions of players in Souls-like games from different cultural backgrounds, specifically examining the distinctions and commonalities among them. Natural language processing techniques were employed to analyze English, Chinese, and Russian reviews of 17 Souls-like games to investigate players' gaming experiences, including gameplay behaviors, game evaluations, and emotional experiences. The findings revealed significant disparities among players from different cultures in all three aspects of their engagement with Souls-like games. Specifically, these players exhibited significant culture-related variations in their behavioral characteristics towards Souls-like games. In terms of perspectives, English-speaking players tended to focus more on game optimization, whereas Chinese and Russian players paid greater attention to game combat design. Regarding emotional expressions, Chinese players were more prone to exhibit emotions of anger and disgust, while English and Russian players displayed a more neutral emotional stance. These cultural insights provide valuable information for game developers to better meet the needs and expectations of players from different cultural backgrounds. This study not only broadens our understanding of player behaviors and cultural influences but also lends robust support to cross-cultural gaming research.
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@ARTICLE{10436705,
author={Pan, Sicheng and Xu, Gary J.W. and Guo, Kun and Park, Seop Hyeong and Ding, Hongliang},
journal={IEEE Transactions on Games},
title={Cultural Insights in Souls-like Games: Analyzing Player Behaviors, Perspectives, and Emotions Across a Multicultural Context},
year={2024},
volume={},
number={},
pages={1-12},
keywords={Games;Cultural differences;Behavioral sciences;Social networking (online);Video games;History;Emotion recognition;Souls-like games;game reviews;cultural difference;topic modeling;emotion detection;human factors in games},
doi={10.1109/TG.2024.3366239}}