The Learning Keyboard Using the Xbox Kinect to Learn User Typing Behavior
نویسندگان
چکیده
The Learning Keyboard is a machine learning system designed to guess what a user is typing solely by observing their hand movements on a keyboard. The system trains on a per-user basis using supervised learning, and generates feature vectors on a per-word basis. We show that on datasets consisting of more than 100 unique words the Learning Keyboard is able to guess words with over 80% accuracy.
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تاریخ انتشار 2012