Cheng, Z. and Tan, X. 2025. From Emotional Recognition to Brand Loyalty: A Study of Product Suitability and Fan Conversion Mechanisms in Celebrity Endorsement. Journal of Education, Humanities and Social Sciences. 60, (Dec. 2025), 142–148. DOI:https://doi.org/10.54097/5d9np492.