Predicting the usability of mobile applications using AI tools: the rise of large user interface models, opportunities, and challenges

TL;DR

This paper introduces large user interface models (LUIMs) that leverage AI to generate mobile app interfaces and predict their usability, highlighting new opportunities and challenges in this emerging field.

Contribution

The paper presents LUIMs as a novel approach for AI-driven UI generation and usability prediction in mobile applications, expanding the scope of AI in UI design.

Findings

LUIMs can effectively generate user interfaces for mobile apps.

AI-based usability prediction improves design efficiency.

The approach highlights opportunities and challenges in AI-driven UI development.

Abstract

This article proposes the so-called large user interface models (LUIMs) to enable the generation of user interfaces and prediction of usability using artificial intelligence in the context of mobile applications.