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A Study on Followee Recommendation based on Visualization of Impressions from Tweets

Research Project

Project/Area Number 26330347
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Web informatics, Service informatics
Research InstitutionChiba Institute of Technology

Principal Investigator

KUMAMOTO Tadahiko  千葉工業大学, 情報科学部, 教授 (30358890)

Co-Investigator(Kenkyū-buntansha) 灘本 明代  甲南大学, 知能情報学部, 教授 (30359103)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywordsフォロイー推薦 / 印象選好 / 印象可視化 / マイクロブログ / ツイート印象 / 印象推定 / ツイッター / Twitter / 印象軸 / 可視化
Outline of Final Research Achievements

Twitter is endorsed by a variety of ages as a means of obtaining interesting and/or valuable information. On Twitter, a user follows other users to read the tweets which they posted. This results in a fact that the user can enrich her/his timeline by following the other users who have the same interests or hobbies with her/him. However, since there are a vast number of users on Twitter, it is a daunting task to find users to follow out of them. This study, therefore, proposed a method for recommending as users to follow the users who tweet about the same topics with a target user and have the same or similar emotional attitude about the topics.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report

Research Products

(21 results)

All 2017 2016 2015 2014 Other

All Journal Article Presentation Remarks

  • [Journal Article] 共通話題に対する感情的態度の類似度に基づくフォロイー推薦2017

    • Author(s)
      熊本忠彦,灘本明代
    • Journal Title

      電子情報通信学会論文誌

      Volume: J100-D Pages: 500-509

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 話題に対する多様な感情に基づくWebページ検索システム2016

    • Author(s)
      若宮翔子,河合由起子,熊本忠彦,張建偉,白石優旗
    • Journal Title

      情報処理学会論文誌

      Volume: 57 Pages: 366-378

    • NAID

      170000130839

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Twitterユーザの印象選好を可視化するシステムの設計と評価2015

    • Author(s)
      熊本忠彦,鈴木智也
    • Journal Title

      電子情報通信学会論文誌

      Volume: J98-D Pages: 788-801

    • Related Report
      2015 Research-status Report 2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Proposal of a System for Visualizing Temporal Changes in Impressions from Tweets2015

    • Author(s)
      Tadahiko Kumamoto, Hitomi Wada, and Tomoya Suzuki
    • Journal Title

      International Journal of Pervasive Computing and Communications

      Volume: 11 Pages: 193-211

    • DOI

      10.1108/ijpcc-02-2015-0011

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Multidimensional Sentiment Calculation Method for Twitter based on Emoticons2015

    • Author(s)
      Yuki Yamamoto, Tadahiko Kumamoto, and Akiyo Nadamoto
    • Journal Title

      International Journal of Pervasive Computing and Communications

      Volume: 11 Pages: 212-232

    • DOI

      10.1108/ijpcc-03-2015-0019

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] SVMを用いた感情抽出に基づくフォロイー推薦2017

    • Author(s)
      秋山和寛,熊本忠彦,灘本明代
    • Organizer
      第9回データ工学と情報マネジメントに関するフォーラム
    • Place of Presentation
      高山グリーンホテル(岐阜県高山市)
    • Year and Date
      2017-03-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] 叫喚表現化によるツイート印象の変化の分析2016

    • Author(s)
      熊本忠彦
    • Organizer
      ARG Webインテリジェンスとインタラクション研究会第9回研究会
    • Place of Presentation
      株式会社リクルートホールディングス本社(東京都千代田区)
    • Year and Date
      2016-12-02
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Twitterの利用状況とツイートの印象に関する分析2016

    • Author(s)
      熊本忠彦
    • Organizer
      情報処理学会第227回自然言語処理研究会
    • Place of Presentation
      岡山県立大学(岡山県総社市)
    • Year and Date
      2016-07-29
    • Related Report
      2016 Annual Research Report
  • [Presentation] 叫喚表現化によるツイート印象の変化の分析2016

    • Author(s)
      熊本忠彦
    • Organizer
      ARG Webインテリジェンスとインタラクション研究会第8回研究会
    • Place of Presentation
      鹿児島県市町村自治会館(鹿児島県鹿児島市)
    • Year and Date
      2016-06-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] 話題と感情に基づくフォロイー推薦と評価2016

    • Author(s)
      山本湧輝,熊本忠彦,灘本明代
    • Organizer
      第8回データ工学と情報マネジメントに関するフォーラム
    • Place of Presentation
      ヒルトン福岡シーホーク(福岡県福岡市)
    • Year and Date
      2016-03-01
    • Related Report
      2015 Research-status Report
  • [Presentation] Followee Recommendation Based on Topic Extraction and Sentiment Analysis from Tweets2015

    • Author(s)
      Yuki Yamamoto, Tadahiko Kumamoto, and Akiyo Nadamoto
    • Organizer
      the 17th International Conference on Information Integration and Web-based Applications & Services
    • Place of Presentation
      Brussels, Belgium
    • Year and Date
      2015-12-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 話題と感情の可視化に基づくフォロイー推薦2015

    • Author(s)
      山本湧輝,熊本忠彦,灘本明代
    • Organizer
      第8回Webとデータベースに関するフォーラム
    • Place of Presentation
      芝浦工業大学(東京都江東区)
    • Year and Date
      2015-11-24
    • Related Report
      2015 Research-status Report
  • [Presentation] ツイートの感情の関係に基づくTwitter感情軸の決定2015

    • Author(s)
      山本湧輝,熊本忠彦,灘本明代
    • Organizer
      第7回データ工学と情報マネジメントに関するフォーラム
    • Place of Presentation
      ホテル華の湯(福島県郡山市)
    • Year and Date
      2015-03-02 – 2015-03-04
    • Related Report
      2014 Research-status Report
  • [Presentation] アンケート調査に基づくTwitterユーザとツイート印象の分析2015

    • Author(s)
      熊本忠彦
    • Organizer
      第7回データ工学と情報マネジメントに関するフォーラム
    • Place of Presentation
      ホテル華の湯(福島県郡山市)
    • Year and Date
      2015-03-02 – 2015-03-04
    • Related Report
      2014 Research-status Report
  • [Presentation] Visualizing Temporal Changes in Impressions from Tweets2014

    • Author(s)
      Tadahiko Kumamoto, Hitomi Wada, and Tomoya Suzuki
    • Organizer
      International Conference on Information Integration and Web-based Applications & Services
    • Place of Presentation
      Hanoi, Vietnam
    • Year and Date
      2014-12-04 – 2014-12-06
    • Related Report
      2014 Research-status Report
  • [Presentation] Role of Emoticons for Multidimensional Sentiment Analysis of Twitter2014

    • Author(s)
      Yuki Yamamoto, Tadahiko Kumamoto, and Akiyo Nadamoto
    • Organizer
      International Conference on Information Integration and Web-based Applications & Services
    • Place of Presentation
      Hanoi, Vietnam
    • Year and Date
      2014-12-04 – 2014-12-06
    • Related Report
      2014 Research-status Report
  • [Presentation] Twitter特有表現を考慮したツイートの多次元感情抽出手法の提案2014

    • Author(s)
      山本湧輝,熊本忠彦,灘本明代
    • Organizer
      情報処理学会関西支部2014年度支部大会
    • Place of Presentation
      大阪大学中之島センター(大阪府大阪市)
    • Year and Date
      2014-09-17
    • Related Report
      2014 Research-status Report
  • [Presentation] Visualizing Impression-Based Preferences of Twitter Users2014

    • Author(s)
      Tadahiko Kumamoto, Tomoya Suzuki, and Hitomi Wada
    • Organizer
      International Conference on Human-Computer Interaction
    • Place of Presentation
      Heraklion, Crete, Greece
    • Year and Date
      2014-06-22 – 2014-06-27
    • Related Report
      2014 Research-status Report
  • [Presentation] 顔文字の役割に着目したツイートの多次元感情抽出手法の提案2014

    • Author(s)
      山本湧輝,熊本忠彦,灘本明代
    • Organizer
      ARG Webインテリジェンスとインタラクション研究会
    • Place of Presentation
      隠岐開発総合センター島民ホール(島根県隠岐郡)
    • Year and Date
      2014-05-24 – 2014-05-25
    • Related Report
      2014 Research-status Report
  • [Presentation] アンケート調査に基づくツイート印象の分析2014

    • Author(s)
      熊本忠彦
    • Organizer
      ARG Webインテリジェンスとインタラクション研究会
    • Place of Presentation
      隠岐開発総合センター島民ホール(島根県隠岐郡)
    • Year and Date
      2014-05-24 – 2014-05-25
    • Related Report
      2014 Research-status Report
  • [Remarks] Twitter印象分析システム

    • URL

      http://www.ns8bb.com/twitanalyze/

    • Related Report
      2015 Research-status Report 2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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