50 citations · 158 across the 11 of their papers we have counts for
3 papers · 1 filter
Toward Personalized XAI: A Case Study in Intelligent Tutoring Systems
Cristina Conati, Oswald Barral, Vanessa Putnam +1
Our research is a step toward ascertaining the need for personalization, in XAI, and we do so in the context of investigating the value of explanations of AI-driven hints and feedb…
Gaze-Driven Adaptive Interventions for Magazine-Style Narrative Visualizations
Sébastien Lallé, Dereck Toker, Cristina Conati
In this paper we investigate the value of gaze-driven adaptive interventions to support processing of textual documents with embedded visualizations, i.e., Magazine Style Narrative…
Predicting Confusion from Eye-Tracking Data with Recurrent Neural Networks
Shane D. Sims, Vanessa Putnam, Cristina Conati
Encouraged by the success of deep learning in a variety of domains, we investigate the suitability and effectiveness of Recurrent Neural Networks (RNNs) in a domain where deep lear…