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Analysis of Reviews from Metaverse Platform Users Based on Topic Modeling

원문정보

Jung Seung Lee

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초록

영어

This study conducts an in-depth analysis of user reviews from three leading metaverse platforms - Minecraft, Roblox, and Zepeto - using advanced topic modeling techniques to uncover key factors for business success. By examining a substantial dataset of user feedback, we identified and categorized the main themes and concerns expressed by users. Our analysis revealed that common issues across all platforms include technical functionality problems, user engagement and interest, payment concerns, and connection difficulties. Specifically, Minecraft users highlighted the importance of adventure and creativity, Roblox users expressed significant concerns about security and fraud, and Zepeto users focused heavily on the fairness of the in-game economy. The findings suggest that for metaverse platforms to achieve sustained success, they must prioritize the resolution of technical issues, enhance features that foster user engagement, ensure reliable connectivity, and address platform-specific concerns such as security for Roblox and payment fairness for Zepeto. These insights provide valuable guidance for developers and business strategists, emphasizing the need for robust technical infrastructure, engaging and diverse content, seamless user access, and transparent and fair economic systems. By addressing these key areas, metaverse platforms can improve user satisfaction, build a loyal user base, and secure long-term success in an increasingly competitive market.

목차

Abstract
1. Introduction
2. Related Research
2.1 Metaverse
2.2 Text Mining-Based Metaverse Analysis
3. Methodology
3.1 Data Collection and Preprocessing
3.2 Topic Modeling Analysis Procedure
4. Analysis Results
4.1 Analysis Results of Minecraft Platform Reviews
4.2 Analysis Results of Roblox Platform Reviews
4.3 Analysis Results of Zepeto Platform Reviews
5. Conclusion and Business Implications
5.1 Conclusion
5.2 Business Implications
References

저자정보

  • Jung Seung Lee Associate Professor, School of Business, Hoseo University

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