Discussion, Future Work, and Conclusions

This last chapter synthesizes the findings of this research, addressing the proposed research questions and highlighting the significance and implications of the results. This chapter discusses the validated Individuality Assisted Estimation model, emphasizing its importance in understanding the influence of individuality on Quality of Experience ratings. It reviews the effectiveness of incorporating individuality factors, the performance improvements achieved, and the viability of video-based conversation simulations. The chapter acknowledges the study’s limitations and proposes future research directions, emphasizing the need for further investigation into the complex relationships between individuality factors and QoE. The concluding remarks underscore the potential of the IAE model to provide more personalized and accurate QoE estimations, setting the stage for continued exploration and refinement in this field.