Assessing the aesthetics of an image is challenging, as it is influenced by multiple factors
including composition, color, style, and high-level semantics. Existing image aesthetic …

Image style classification is the basis of computational aesthetics, and its role has become
increasingly important with the rise of computational aesthetics. Most of the current image …

Emotion distribution learning has gained increasing attention with the tendency to express
emotions through images. As for emotion ambiguity arising from humans' subjectivity …

Aspect ratio and spatial layout are two of the principal factors influencing the aesthetic value
of a photograph. However, incorporating these into the traditional convolution-based …

The rapid increase in building components on the building information model (BIM) object
database has created new demand for BIM product recommendations to improve design …

In this dissertation, I am focused on analyzing the effects of information embedded in
unstructured data on consumer decisions and firm strategies. Mining unstructured data …