Data Structures and Algorithms


Anima: Adaptive Personalized Software Keyboard

Authors: Panos Sakkos, Dimitrios Kotsakos, Ioannis Katakis, Dimitrios Gunopoulos

We present a Software Keyboard for smart touchscreen de- vices that learns its owner’s unique dictionary in order to produce personalized typing predictions. The learning pro- cess is accelerated by analysing user’s past typed communi- cation. Moreover, personal temporal user behaviour is cap- tured and exploited in the prediction engine. Computational and storage issues are addressed by dynamically forgetting words that the user no longer types. A prototype implemen- tation is available at Google Play Store.

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[v1] 2014-09-10 14:26:01

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