The Role of Digital Narrative Patterns in the Metaverse Era on Human Machine Learning Interaction Systems: A Comparative Analysis of Pre and Post-Interactive Narratives

Abstract

This study explores the metaverse's intriguing mysteries, including storytelling patterns and interactive narratives' effects on human-computer interactions. This study examines the influence of user-generated tales in the dynamic digital world and evaluates emotional computing models to propose a metaverse-specific framework. The study incorporates concepts from significant works in emotional computing, digital storytelling, and human-computer interaction to improve educational affective computing research. The literature study examines the emotional involvement of digital stories. The article reviews numerous authors' works on emotion-detecting and reacting AI systems. A foundation has been laid for researching metaverse emotions and narrative features. An analytical comparison approach integrates multiple methodologies. Qualitative methods allow for a complete literature review of metaverse user interactions with pre- and post-interactive narratives. Comparative analysis evaluates current emotional computing models to uncover flaws and inform new frameworks. The study's primary focus is comparing story frameworks with emotional computing models to find patterns, similarities, and contrasts. The research shows how metaverse storytelling frameworks have evolved and how user-generated stories affect human-robot relationships. Examining metaverse emotional computing models shows that there are restrictions. Addressing these issues requires a customised approach. Dynamic adaptability, context-aware computing, and a personalised user experience are proposed to improve the metaverse experience. These elements solve the issues and create a more engaging and effective atmosphere. Given the metaverse's growth, this study sheds light on the ever-changing dynamics of digital narratives and emotional computing. The research highlights the vital link between user-generated tales and machine learning systems, which might change digital storytelling. The emotive computing architecture is customised to the metaverse's dynamic and user-centric nature. Amidst the fast expansion of the digital world, it serves as a basis for discipline research and improvement.