Context-Aware Robot Reminders – Enhancing Prospective Memory with Meaningful Details

Master Thesis (2026)
Author(s)

H. Tang (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Contributor(s)

M.A. Neerincx – Graduation committee member (TU Delft - Electrical Engineering, Mathematics and Computer Science)

B.J.W. Dudzik – Graduation committee member (TU Delft - Electrical Engineering, Mathematics and Computer Science)

C.A. Raman – Graduation committee member (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Y. Li – Mentor (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Faculty
Electrical Engineering, Mathematics and Computer Science
More Info
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Publication Year
2026
Language
English
Graduation Date
14-07-2026
Awarding Institution
Delft University of Technology
Programme
Computer Science
Faculty
Electrical Engineering, Mathematics and Computer Science
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Abstract

Reminders are often used to support people's prospective memory (PM). Research in Human-Robot Interaction (HRI) has primarily focused on when and how a robot reminder could better help humans, while the content of the reminder itself has received less systematic attention. This research investigates whether the content of a robot-delivered reminder affects users' subjective experience. Specifically, it compares episode-grounded reminders, which reference the situation in which the PM intention was originally formed, with reminders that omit this context, measuring effects on confidence in remembering, trust in the robot, and perceived usefulness. A between-subjects experiment (N = 21) was conducted on a browser-based 2D platform that uses a cooking scenario to impose concurrent cognitive demand with four PM tasks. Participants received either episode-grounded (EE1) or plain (EE0) reminders. Results showed that EE1 reminders were associated with significantly higher confidence compared to EE0 reminders (p = .034 after correction for multiple comparisons); trust and perceived usefulness did not differ between conditions. These findings contribute a theoretically grounded design procedure and a reusable experimental protocol for episode-grounded reminder content, and suggest that grounding reminders in episode context may shape users' confidence in remembering.

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