Audience-Engagement Latent Dirichlet Allocation for Personal Branding Analysis on Twitter

Social media platforms influence personal branding through ongoing interactions between content creators and their audiences. Conventional topic modeling approaches, such as Latent Dirichlet Allocation (LDA), assign equal importance to all documents and do not account for variations in audience enga...

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Үндсэн зохиолчид:	Faizah, Bor-Shen Lin
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	IEEE 2026-01-01
Цуврал:	IEEE Access
Нөхцлүүд:	Topic modeling LDA audience engagement personal branding social media analysis short-text topic modeling
Онлайн хандалт:	https://ieeexplore.ieee.org/document/11573962/
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!