日中ブロガー・コミュニティの収集・俯瞰・対照分析  [in Japanese] Collecting / Overviewing / Comparative Analysis of Japanese and Chinese Bloggers' Communities  [in Japanese]

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Author(s)

Abstract

本論文では,日本語および中国語を対象として,ブログ記事の書き手であるブロガーに注目し,数百人規模のブロガー集合のブログ記事に対してトピックモデルを適用することにより,ブロガー集合をコミュニティへと分類する.そして,トピックモデルによって推定されたトピックを利用することにより,ブロガー・コミュニティの俯瞰を行う.最後に,特定の分野を対象として,日中の間で,コミュニティの分布の違い,および,コミュニティ内の関心の動向の違いの比較対照分析を行う方式を提案する.

This paper first studies how to apply a topic model to Chinese and Japanese blog posts collected from a few hundred Chinese and Japanese bloggers and then to classify bloggers into communities. The estimated topics are exploited in the task of overviewing the Chinese and Japanese bloggers' communities and comparing them between Chinese and Japanese in order to discover differences in the communities of the two languages. In the evaluation, we collect a few hundred bloggers from a well-known "Sina Blog" bloggers categories' directory in China, and an also well-known blogger community service "Nihon Blog Mura" in Japan. As a case study, we focus on the "health" category in the services of both languages, and generate communities based on a topic model, and then overview and compare them between Chinese and Japanese. We actually discover certain differences in bloggers' communities regarding "health" between Chinese and Japanese.

Journal

  • IPSJ SIG Notes

    IPSJ SIG Notes 2013-DBS-157(6), 1-6, 2013-07-15

    Information Processing Society of Japan (IPSJ)

Codes

  • NII Article ID (NAID)
    110009585814
  • NII NACSIS-CAT ID (NCID)
    AN10112482
  • Text Lang
    JPN
  • Data Source
    NII-ELS 
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