Work

Predicting Film Genres with Implicit Ideals

Year: 2013
Type: article
Abstract: We present a new approach to defining film genre based on implicit ideals. When viewers rate the likability of a film, they indirectly express their ideal of what a film should be. Across six studies we investigate the category structure that emerges from likability ratings and the category structure that emerges from the features of film. We further compare these data-driven category structures with human annotated film genres. We conclude that film genres are structured more around ideals than around features of film. This finding lends experimental support to the notion that film genres are set of shifting, fuzzy, and highly contextualized psychological categories.
Language: English
Open Access status: gold
Estimated APC paid: $3,801
OpenAlex ID: W2024978768
FWCI: 15.86
Cites: 42
Cited by: 7
Related to: 10