Katelyn Morrison

schoolCarnegie Mellon Universitybar_chart#3652 Global Rank

Total Papers

HCI Rank

#3652

Research Areas

Years Active

Recent Publications

AI-Powered Reminders for Collaborative Tasks: Experiences and Futures

Email continues to serve as a central medium for managing collaborations. While unstructured email messaging is lightweight and conducive to coordination, it is easy to overlook commitments and requests on collaborations that are embedded in the text of free-flowing communications. Twenty years ago, Bellotti et al. pr…

CSCW '241st AuthorSession 3e: Trust and Understanding in Explainable AI

The Impact of Imperfect XAI on Human-AI Decision-Making

Explainability techniques are rapidly being developed to improve human-AI decision-making across various cooperative work settings. Consequently, previous research has evaluated how decision-makers collaborate with imperfect AI by investigating appropriate reliance and task performance with the aim of designing more h…

CSCW '231st AuthorXAI 1

Eye into AI: Evaluating the Interpretability of Explainable AI Techniques through a Game With a Purpose

Recent developments in explainable AI (XAI) aim to improve the transparency of black-box models. However, empirically evaluating the interpretability of these XAI techniques is still an open challenge. The most common evaluation method is algorithmic performance, but such an approach may not accurately represent how i…

CSCW '231st AuthorXAI 2

Evaluating the Impact of Human Explanation Strategies on Human-AI Visual Decision-Making

Artificial intelligence (AI) is increasingly being deployed in high-stakes domains, such as disaster relief and radiology, to aid practitioners during the decision-making process for interpreting images. Explainable AI techniques have been developed and deployed to provide users insights into why the AI made a certain…

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