• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

A study on simultaneous extraction of SNS communities and terms

Research Project

Project/Area Number 15K00309
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent informatics
Research InstitutionThe University of Tokushima

Principal Investigator

Yoshida Minoru  徳島大学, 大学院社会産業理工学研究部(理工学域), 講師 (40361688)

Project Period (FY) 2015-10-21 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
KeywordsSNS / 分散表現 / コミュニティ抽出 / 用語抽出 / 単語分散表現
Outline of Final Research Achievements

We studied a method for extracting communities (i.e., the users that have similar characteristics) and the terms used in the communities simultaneously, based on the assumption that similar communities use similar terms. We focus on the profiles written by the users on Twitter, and we developed a system that extract the frequently-used terms by the users with the profiles that include the given query word. We also developed a method for word distributed representations that reflect the co-occurrence of the words in profiles and tweets, and cluster users and tweets based on the learned vector representation.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (14 results)

All 2017 2016

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 2 results,  Acknowledgement Compliant: 2 results) Presentation (11 results) (of which Int'l Joint Research: 5 results)

  • [Journal Article] Emotion Recognition of Emoticons Based on Character Embedding2017

    • Author(s)
      Kazuyuki Matsumoto, Akira Fujisawa, Minoru Yoshida, Kenji Kita
    • Journal Title

      Journal of Software

      Volume: 12 Issue: 11 Pages: 849-859

    • DOI

      10.17706/jsw.12.11.849-857

    • NAID

      120006765078

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Refinement by Filtering Translation Candidates and Similarity Based Approach to Expand Emotion Tagged Corpus2017

    • Author(s)
      Kazuyuki Matsumoto, Fuji Ren, Minoru Yoshida and Kenji Kita
    • Journal Title

      Communications in Computer and Information Science

      Volume: 631 Pages: 260-280

    • DOI

      10.1007/978-3-319-52758-1_15

    • ISBN
      9783319527574, 9783319527581
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 感性を考慮した日本語俗語の標準語変換2017

    • Author(s)
      松本 和幸, 土屋 誠司, 芋野 美紗子, 吉田 稔, 北 研二
    • Journal Title

      人工知能学会論文誌

      Volume: 32(1)

    • NAID

      130005290697

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Twitter を用いた感染症発生動向の視覚化2017

    • Author(s)
      松本 流星, 吉田 稔, 松本 和幸, 北 研二
    • Organizer
      人工知能学会インタラクティブ情報アクセスと可視化マイニング研究会(第15回)
    • Place of Presentation
      東京大学駒場Iキャンパス(東京都目黒区)
    • Year and Date
      2017-03-04
    • Related Report
      2016 Research-status Report
  • [Presentation] Distributed Representations for Words on Tables2017

    • Author(s)
      Minoru Yoshida, Kazuyuki Matsumoto and Kenji Kita
    • Organizer
      The 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Acceleration of Similar Word Search in Distributed Representation2017

    • Author(s)
      Minoru Yoshida, Kazuyuki Matsumoto and Kenji Kita
    • Organizer
      The 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] プロフィール情報を用いたテキストの視点分類2017

    • Author(s)
      吉田 稔, 松本 和幸, 北 研二
    • Organizer
      第4回自然言語処理シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] Index Generation of BGM Video Based on Distinctive Comments2017

    • Author(s)
      Hirokimi Fukuda, Kazuyuki Matsumoto, Minoru Yoshida and Kenji Kita
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering (NLP-KE'17)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Facial Expression Classification Based on Shape Feature of Emoticons2017

    • Author(s)
      Akira Fujisawa, Kazuyuki Matsumoto, Minoru Yoshida and Kenji Kita
    • Organizer
      The 1st International Conference on Machine Learning and Data Engineering (iCMLDE2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 表形式からの分散表現獲得2016

    • Author(s)
      吉田 稔, 松本 和幸, 北 研二
    • Organizer
      情報処理学会第229回自然言語処理研究発表会
    • Place of Presentation
      NTT武蔵野研究開発センタ(東京都武蔵野市)
    • Year and Date
      2016-12-22
    • Related Report
      2016 Research-status Report
  • [Presentation] Table Topic Models for Hidden Unit Estimation2016

    • Author(s)
      Minoru Yoshida, Kazuyuki Matsumoto and Kenji Kita
    • Organizer
      The 12th Asia Information Retrieval Societies Conference (AIRS2016)
    • Place of Presentation
      清華大学(北京、中国)
    • Year and Date
      2016-12-01
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 表形式のトピックモデルとその数値単位推定への応用2016

    • Author(s)
      吉田 稔, 松本 和幸, 北 研二
    • Organizer
      情報処理学会第226回自然言語処理・第111回音声言語情報処理合同研究発表会
    • Place of Presentation
      東京工業大学 大岡山キャンパス(東京都目黒区)
    • Year and Date
      2016-05-17
    • Related Report
      2016 Research-status Report
  • [Presentation] Twitterユーザの属性別感情推定の検討2016

    • Author(s)
      岩朝 史展, 松本 和幸, 吉田 稔, 北 研二
    • Organizer
      言語処理学会第22回年次大会
    • Place of Presentation
      東北大学(宮城・仙台)
    • Year and Date
      2016-03-08
    • Related Report
      2015 Research-status Report
  • [Presentation] トピック変動の分析による俗語の特徴抽出2016

    • Author(s)
      松岡 雅也, 松本 和幸, 吉田 稔, 北 研二
    • Organizer
      情報処理学会第225回自然言語処理研究会
    • Place of Presentation
      住友不動産渋谷ファーストタワー(東京・渋谷)
    • Year and Date
      2016-01-22
    • Related Report
      2015 Research-status Report

URL: 

Published: 2015-10-21   Modified: 2019-03-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi