2019 Volume 26 Issue 3 Pages 545-578
This paper addresses a method to analyze command utterance sentences in small computers providing various services. All compulsory command utterances for the services must be accepted, and the utterances by the user must be able to be learned at a low computational cost. So as to determine the chunks and their sense based on their service, our proposal method contains parsing arrays for each service and performs utterance analysis and learning through reinforcement learning. Using the results of an in-vehicle computer implementation for a car traveler, it was confirmed that the proposed method was generally successful, with an analysis accuracy of 0.99 in a closed test and 0.81 in an open test.
