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PERFORMANCE AND SCENE - sdsu-dspace calstate 2025

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The thesis by Brandon T. Webb explores the complexities of user classification on a gay dating site, Adam4Adam.com, focusing on how users perform their social identities through self-descriptions. It examines the transformation of web texts in the context of social media and highlights the challenges posed by informal language and group membership performances. Utilizing a machine-learning algorithm, the research aims to classify users based on their scene affiliations (e.g., jock, leather) derived from their profiles. The findings indicate that existing classification methods may struggle with the nuanced expressions of identity and suggest incorporating social identity theory to enhance accuracy in future classifications.

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