Service-Oriented Utterance Sentence Analysis in Small Computers
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- Tokuhisa Masato
- Tottori University
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- Kimura Shuhei
- Tottori University
Bibliographic Information
- Other Title
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- 小型計算機におけるサービス指向発話文解析
- 応用システム論文 小型計算機におけるサービス指向発話文解析
- オウヨウ システム ロンブン コガタ ケイサンキ ニ オケル サービス シコウ ハツワブン カイセキ
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Abstract
<p>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. </p>
Journal
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- Journal of Natural Language Processing
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Journal of Natural Language Processing 26 (3), 545-578, 2019-09-15
The Association for Natural Language Processing
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Keywords
Details 詳細情報について
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- CRID
- 1390565134804812544
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- NII Article ID
- 130007761391
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- NII Book ID
- AN10472659
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- ISSN
- 21858314
- 13407619
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- NDL BIB ID
- 029987900
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
- KAKEN
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- Abstract License Flag
- Disallowed