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CONSCIENCE OF BLOGS: VERIFYING CONTEXTUAL APPROPRIATENESS OF EMOTIONS BASED ON BLOG CONTENTS

机译:博客的意识:基于博客内容验证情感的上下文相关性

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摘要

This paper presents a method for estimating contextual appropriatenessrnof speaker’s emotions. The method is usingrnan affect analysis system to estimate the speaker’s emotionsrnand a Web mining technique gathering from the Internetrnassociations about emotional common-sense. The baselinernof the Web mining technique, using all of the Web, is improvedrnby restricting the query field to the contents of blogsrnas containing more evaluative information. A conversationalrnagent equipped with this system could choose an appropriaternconversational procedure. The proposed methodrnis evaluated using two conversational agents. The use ofrnblog contents improved the method in the aspect of qualityrnas well as time of processing.
机译:本文提出一种估计说话人情绪的语境适当性的方法。该方法是使用情绪分析系统来估计说话者的情绪,并使用一种从Internet协会收集的有关情绪常识的Web挖掘技术。通过将查询字段限制为包含更多评估信息的blogsrnas的内容,改进了使用所有Web的Web挖掘技术的基线。配备此系统的会话代理可以选择适当的会话过程。提议的方法使用两个对话代理进行了评估。博客内容的使用在质量和处理时间方面都改进了该方法。

著录项

  • 来源
    《Computational intelligence》|2009年|p.1-6|共6页
  • 会议地点 HonoluluHI(US);HonoluluHI(US)
  • 作者单位

    Graduate School of Information Science and Technology, Hokkaido UniversityrnKita-ku, Kita 14 Nishi 9, 060-0814 Sapporo, Japan ptaszynski@media.eng.hokudai.ac.jp;

    Graduate School of Information Science and Technology, Hokkaido University Kita-ku, Kita 14 Nishi 9, 060-0814 Sapporo, Japan paweldybala@media.eng.hokudai.ac.jp;

    Graduate School of Information Science and Technology, Hokkaido University Kita-ku, Kita 14 Nishi 9, 060-0814 Sapporo, Japan shibuka@media.eng.hokudai.ac.jp;

    Graduate School of Information Science and Technology, Hokkaido University Kita-ku, Kita 14 Nishi 9, 060-0814 Sapporo, Japan kabura@media.eng.hokudai.ac.jp;

    Graduate Schoo l of Information Science and Technology, Hokkaido University Kita-ku, Kita 14 Nishi 9, 060-0814 Sapporo, Japan araki@media.eng.hokudai.ac.jp;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 人工智能理论;
  • 关键词

    computational intelligence; affect analysis; intelligent agents; natural language processing; contextual appropriateness of emotions;

    机译:计算智能;影响分析;智能主体;自然语言处理;情感的上下文适当性;

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