SVMを用いた言語情報に基づく医療コミュニケーションにおける不適切発話の検出手法

URI http://harp.lib.hiroshima-u.ac.jp/hiroshima-cu/metadata/9265
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Title
SVMを用いた言語情報に基づく医療コミュニケーションにおける不適切発話の検出手法
Title Alternative
Inadequate Utterance Detection Method in Medical Communication based on Grammatical Features using SVM
Author
氏名 和田 龍之介
ヨミ ワダ リュウノスケ
別名 WADA Ryunosuke
氏名 目良 和也
ヨミ メラ カズヤ
別名 MERA Kazuya
氏名 黒澤 義明
ヨミ クロサワ ヨシアキ
別名 KUROSAWA Yoshiaki
氏名 竹澤 寿幸
ヨミ タケザワ トシユキ
別名 TAKEZAWA Toshiyuki
Abstract

In the medical examination process, communication between doctor and patient is very important. However, some communication gaps happen by various factors such as difficult technical terms, haughty attitude, and so on. On the other hand, some other attitudes of doctor such as polite confirmation can enfeeble the gap. In this paper, we propose a method to detect "inadequate utterances" of doctor based on 11 grammatical features and the result of Bayesian filtering.

Journal Title
2011 IEEE SMC Hiroshima Chapter Young Researchers' Workshop Proceedings = 2011 IEEE SMC Hiroshima Chapter 若手研究会講演論文集
Spage
61
Epage
64
Published Date
2011-07
Publisher
IEEE SMC Hiroshima Chapter
Language
jpn
NIIType
Conference Paper
Text Version
著者版
Rights
Copyright by IEEE SMC Hiroshima Chapter. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting or republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Relation URL
Note

2011 IEEE SMC Hiroshima Chapter若手研究会, 2011年7月9日, 広島市立大学

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hiroshima-cu