Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2610.11255.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Magic Pen uses an LSTM model trained on pen stroke data to automatically switch digital pen modes during document annotation, eliminating menu-based mode selection. Evaluated with 27, 18, and 8 participants across training, comparative, and deployment studies, with transfer learning for per-user tuning.

A concrete HCI study with measured user preference over menu-based pens, useful for anyone designing or selecting stylus annotation tools for tablet-based document work.

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