# An Intermittent Click Planning Model

arXiv: https://arxiv.org/abs/1806.02973 · HTML: https://mlsanity.com/paper/1806.02973/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 8 Jun 2018.

## Built on by (most cited first, 2 of 2)

- [SSSUMO: Real-Time Semi-Supervised Submovement Decomposition](https://mlsanity.com/paper/2507.08028/) (2025)
- [Cognitive Exoskeleton: Augmenting Human Cognition with an AI-Mediated Intelligent Visual Feedback](https://mlsanity.com/paper/2508.00846/) (2025)

## Abstract (arXiv)

Pointing is the task of tracking a target with a pointer and confirming the target selection through a click action when the pointer is positioned within the target. Little is known about the mechanism by which users plan and execute the click action in the middle of the target tracking process. The Intermittent Click Planning model proposed in this study describes the process by which users plan and execute optimal click actions, from which the model predicts the pointing error rates. In two studies in which users pointed to a stationary target and a moving target, the model proved to accurately predict the pointing error rates (R2 = 0.992 and 0.985, respectively). The model has also successfully identified differences in cognitive characteristics among first-person shooter game players.