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A Study On Force Pattern-Based Input Data Classification Using Machine Learning

Published in Journal of Korea Multimedia Society • Mar 31, 2026
Authors:
Haje Park
,
Choonsung Nam

Abstract

This paper presents a personalized force-pattern input interface that enables multiple commands from a single touch location. Instead of mapping force to discrete levels or a continuous value, we capture the full force trajectory during a touch and treat it as a time-series “force pattern.” From eac...

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