Izumi, Calvina, et al. “Profiling Sentiment Archetypes of Popular Twitch Emotes: A Comparative Analysis of Rule-Based Segmentation and Unsupervised Clustering Techniques”. Journal of Digital Society, vol. 1, no. 3, Apr. 2026, pp. 183-00, https://jds.mbicore.com/index.php/jds/article/view/15.