CHI2023_DKE

doi:10.4121/96010177-46e8-4967-9a49-fe38f0bace4e

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CHI2023_DKE

User Interaction Dataset for CHI 2023 paper "Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems."

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Description

This repo contains all code and data associated with the paper "Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems." In our study, we conducted a tutorial to mitigate the Dunning-Kruger effect. Our task is logical question answering. We provide statistical analysis to show the impact of tutorial interventions across two batches of tasks.

Keywords

Appropriate Reliance

DunningKruger Effect

Human-AI Decision Making

XAI

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