This section situates HNF within scholarship on online fan communities, including Jenkins’ participatory culture, Baym’s social dynamics of online groups, and studies of specialized fan forums. Prior research highlights forums’ roles in identity formation, collective intelligence, and grassroots governance. HNF contributes a contemporary example with multilingual participation and cross-platform engagement.