Work

Considerations on explainable AI and users’ mental models

Year: 2019

Type: conference-paper

Abstract: As the aim of explaining is understanding, XAI is successful when the user has a good understanding of the AI system. This paper shows, using theories from the social sciences and HCI, that appropriately capturing and accounting for the user’s mental model while explaining is key to successful XAI.

Source: TU/e Research Portal

Authors: Heleen Rutjes, Martijn C. Willemsen, Wijnand A. IJsselsteijn

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W2950434563

FWCI: 1.06

Cites: 11

Cited by: 18

Related to: 10