Humans, AI, and Context: Understanding End-Users' Trust in a Real-World Computer Vision Application

no code implementations • 15 May 2023 • Sunnie S. Y. Kim, Elizabeth Anne Watkins, Olga Russakovsky, Ruth Fong, Andrés Monroy-Hernández

Trust is an important factor in people's interactions with AI systems.

Decision Making

"Help Me Help the AI": Understanding How Explainability Can Support Human-AI Interaction

no code implementations • 2 Oct 2022 • Sunnie S. Y. Kim, Elizabeth Anne Watkins, Olga Russakovsky, Ruth Fong, Andrés Monroy-Hernández

Despite the proliferation of explainable AI (XAI) methods, little is understood about end-users' explainability needs and behaviors around XAI explanations.

Explainable Artificial Intelligence (XAI)

Significant Otter: Understanding the Role of Biosignals in Communication

no code implementations • 16 Feb 2021 • Fannie Liu, Chunjong Park, Yu Jiang Tham, Tsung-Yu Tsai, Laura Dabbish, Geoff Kaufman, Andrés Monroy-Hernández

In a one-month study with 20 couples, participants used Significant Otter with biosignals sensing OFF and ON.

Human-Computer Interaction

Calendar.help: Designing a Workflow-Based Scheduling Agent with Humans in the Loop

no code implementations • 24 Mar 2017 • Justin Cranshaw, Emad Elwany, Todd Newman, Rafal Kocielnik, Bowen Yu, Sandeep Soni, Jaime Teevan, Andrés Monroy-Hernández

Although information workers may complain about meetings, they are an essential part of their work life.

Scheduling