4 papers · 1 filter
Sources of Inequity and Fairness Risks in Wellbeing Sensing
Han Zhang, Vedant Das Swain, Koustuv Saha +2
Passive sensing for wellbeing uses smartphones and wearables to continuously collect human behavioral data and applies ML/AI models to infer psychological states and behaviors (e.g…
A Crowdsourced Study of ChatBot Influence in Value-Driven Decision Making Scenarios
Anthony Wise, Xinyi Zhou, Martin Reimann +2
Similar to social media bots that shape public opinion, healthcare and financial decisions, LLM-based ChatBots like ChatGPT can persuade users to alter their behavior. Unlike prior…
AXAI-CDSS : An Affective Explainable AI-Driven Clinical Decision Support System for Cannabis Use
Tongze Zhang, Tammy Chung, Anind Dey +1
As cannabis use has increased in recent years, researchers have come to rely on sophisticated machine learning models to predict cannabis use behavior and its impact on health. How…
Exploring Algorithmic Explainability: Generating Explainable AI Insights for Personalized Clinical Decision Support Focused on Cannabis Intoxication in Young Adults
Tongze Zhang, Tammy Chung, Anind Dey +1
This study explores the possibility of facilitating algorithmic decision-making by combining interpretable artificial intelligence (XAI) techniques with sensor data, with the aim o…