Memdora: Designing Cognitively-Grounded Flashcard Interactions for AI-Powered Spaced Repetition

Created: 2026-07-31 | Tags: generative-aiadaptive-learningmastery-learningstudent-experience

Ruiyang Zhang (2026) โ€” arXiv:2607.25096 (cs.HC)

๐Ÿ“„ Full text (arXiv)

Summary

Presents Memdora, a cross-platform AI spaced repetition system that addresses limitations of binary flip-and-rate flashcard interactions. Grounded in cognitive science evidence on retrieval practice, it enables richer interaction patterns and reduces context-switching by generating flashcards from reading material. Demonstrates improved retention compared to traditional SRS tools.

The work connects to broader discussions in AI and education around spaced-repetition, adaptive-learning, mastery-learning, contributing to our understanding of how generative ai shapes educational practice.

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Citation

APA: Ruiyang Zhang (2026). Memdora: Designing Cognitively-Grounded Flashcard Interactions for AI-Powered Spaced Repetition. arXiv:2607.25096. cs.HC.