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Privacy Preservation on Social Media

Research Project

Project/Area Number 25540097
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Intelligent informatics
Research InstitutionTokyo Institute of Technology

Principal Investigator

Okumura Manabu  東京工業大学, 精密工学研究所, 教授 (60214079)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywordsソーシャルメディア / 個人情報秘匿 / 著者同定 / 「なりすまし」検出
Outline of Final Research Achievements

We first presented a method for identifying which blogger is the same person as a user on Twitter, using the set of documents s/he has written. Then, based on the method that we developed, we presented a method for preventing from being identified, by indicating which clues in the documents should be hided. Furthermore, to develop a method for identifying writers' personality from their documents, we first constructed a dataset that consists of a pair of users with their personality information and a set of their tweets and blogs. We then investigated whether it is possible to identify users' personality
from a collection of their documents, and presented a method for constructing a classifier of users' personality from a collection of their documents.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (5 results)

All 2015 2014

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (4 results)

  • [Journal Article] A Construction of Knowledge Base for Personality Estimation based on Submitted Text Data in Twitter or Blogs2015

    • Author(s)
      Noriyuki Okumura, Manabu Okumura
    • Journal Title

      KEOD 2015

      Volume: - Pages: 418-423

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 職業ごとの行動に関する知識の収集2015

    • Author(s)
      馬緤 美穂,笹野 遼平,高村 大也,奥村 学
    • Organizer
      情報処理学会 第222回自然言語処理研究発表会
    • Place of Presentation
      首都大学東京秋葉原サテライトキャンパス
    • Year and Date
      2015-07-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] オンラインでの振る舞いから想定される人物像の特徴2015

    • Author(s)
      奥村紀之,奥村 学
    • Organizer
      電子情報通信学会「言語理解とコミュニケーション」研究会
    • Place of Presentation
      徳島大学
    • Year and Date
      2015-06-05
    • Related Report
      2014 Research-status Report
  • [Presentation] 感情判断とBig Fiveを用いたブログ著者の性格推定に関する調査2015

    • Author(s)
      奥村紀之,金丸裕亮,奥村学
    • Organizer
      2015年度人工知能学会全国大会
    • Place of Presentation
      公立はこだて未来大学
    • Year and Date
      2015-06-02
    • Related Report
      2014 Research-status Report
  • [Presentation] 複数のソーシャルメディアアカウントの関連付け防止システムの構築2014

    • Author(s)
      木原 裕二, 笹野 遼平, 高村 大也, 奥村 学
    • Organizer
      情報処理学会第216回自然言語処理研究会
    • Place of Presentation
      東京工業大学
    • Year and Date
      2014-05-23
    • Related Report
      2014 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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