Research work · 2025

Explainable Artificial Intelligence for Categorizing Art Genres

Juan Manuel Sánchez, Vicent Costa

Frontiers in Artificial Intelligence and Applications

Abstract

While art styles have been extensively explored in artificial intelligence (AI), the study of art genres remains underdeveloped. In this paper, we propose a neurosymbolic AI model for genre classification that combines deep learning with symbolic reasoning. We also show the model’s implementation and evaluate its performance on a dataset. Finally, directions for future research are outlined. The approach outperforms existing methods in terms of classification accuracy.

DOI: 10.3233/faia250609