The use of facial emotion recognition technology in movie and music recommendation systems has become increasingly popular. In this paper, an all-encompassing evaluation of the present advancements in this field is provided, and the possible advantages and di culties of utilizing this technology are deliberated. The first part of the paper presents a brief overview of the di‰erent facial emotion recognition algorithms and how they work.