Adaptive one-switch row-column scanning.
Row-column scanning is a very slow method of communication. Options for increasing text entry rate include 1) dynamically changing the configuration of the row-column matrix or 2) using rate-enhancement techniques like word prediction, but evidence suggests that increased cognitive load imposed by these methods on the user can result in little or no improvement in text generation rate. An alternative we are investigating is adapting a system's scan delay during run-time. Our goal is to allow a scanning system to adjust its parameters "on the fly" (as opposed to the current practice of setting parameters during clinical assessments). This paper describes the evolution of a one-switch row-column scanning system that adapts its scan rate based on measurements of user performance. Two experiments have been performed to explore the effects of automatically adapting scan delay on users' text entry rate. Our results indicate that automatic adaptation has the potential to enhance text-entry rate without increasing task complexity.
Simpson
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RC
Texas Robotics and Automation Center (TRAClabs), Houston 77058, USA.
Koester
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HH
D000328:Adult; D000465:Algorithms; D000704:Analysis of Variance; D001499:Bayes Theorem; D015982:Bias; D003143:Communication Devices for People with Disabilities; D003663:Decision Trees; D001330:Electronic Data Processing / Q000458:organization & administration*; D005260:Female; D006801:Humans; D008297:Male; D008875:Middle Aged; D016571:Neural Networks, Computer; D015203:Reproducibility of Results; D011795:Surveys and Questionnaires; D013997:Time Factors; D014584:User-Computer Interface