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Mining derivation histories and privacy management on social media

Research Project

Project/Area Number 25330367
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Web informatics, Service informatics
Research InstitutionWaseda University

Principal Investigator

Iwaihara Mizuho  早稲田大学, 理工学術院, 教授 (40253538)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsソーシャルメディア / データマイニング / プライバシー / アルゴリズム / ウェブマイニング / プライバシー / ウェブマイニング
Outline of Final Research Achievements

We investigate analysis of contents posted by users of SNSs, and users’ motivations on SNS posting. From Wikipedia edit histories, we developed an efficient and accurate algorithm to reconstruct version histories, which can indicate how branches of versions were happened, for illustrating the process of the evolution of articles. We asked Facebook users about their motivations on their postings, and developed a purpose model that can classify into major purposes, including interaction between new online friends and interaction with known friends, and then discovered predictors of these purposes from users’ profiles and metrics on posting behaviors.

Report

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

    (27 results)

All 2016 2015 2014 2013

All Journal Article (9 results) (of which Peer Reviewed: 9 results,  Acknowledgement Compliant: 2 results) Presentation (18 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Associations between Privacy, Risk Awareness, and Interactive Motivations of Social Networking Service Users, and Motivation Prediction from Observable Features2015

    • Author(s)
      Basilisa Mvungi, Mizuho Iwaihara
    • Journal Title

      Computers in Human Behavior, ELsevier

      Volume: 44 Pages: 20-34

    • DOI

      10.1016/j.chb.2014.11.023

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] `Revision Graph Extraction in Wikipedia Based on Supergram Decomposition and Sliding Update2014

    • Author(s)
      Jianmin Wu, Mizuho Iwaihara
    • Journal Title

      Trans. IEICE

      Volume: E97-D,No.4 Pages: 770-778

    • NAID

      130003394902

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] "Iterative Algorithm for Inferring Entity Types from Enumerative Descriptions2014

    • Author(s)
      Qian Chen, Mizuho Iwaihara
    • Journal Title

      Proc. 4th Workshop on Data Extraction and Object Search (DEOS2014), WWW’14 Companion

      Volume: - Pages: 1285-1290

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Tracking Topics on Revision Graphs of Wikipedia Edit History2014

    • Author(s)
      Bonan Li, Jianmin Wu, Mizuho Iwaihara
    • Journal Title

      Proc. WAIM2014,Lecture Notes in Computer Science

      Volume: 8485 Pages: 204-207

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] "Finding Co-occurring Topics in Wikipedia Article Segments2014

    • Author(s)
      Renzhi Wang,Jianmin Wu, Mizuho Iwaihara
    • Journal Title

      Proc. ICADL2014, Lecture Notes in ComputerScience

      Volume: 8839 Pages: 252-259

    • NAID

      110009946858

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Revision Graph Extraction in Wikipedia Based on Supergram Decomposition and Sliding Update2014

    • Author(s)
      Jianmin Wu and Mizuho Iwaihara
    • Journal Title

      Trans. IEICE

      Volume: 97-D Pages: 770-778

    • NAID

      130003394902

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Iterative Algorithm for Inferring Entity Types from Enumerative Descriptions2014

    • Author(s)
      Qian Chen and Mizuho Iwaihara
    • Journal Title

      Proc. 4th Workshop on Data Extraction and Object Search (DEOS2014), WWW'14 Companion

      Volume: -

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Factors that Influence Social Networking Service Private Information Disclosure at Diverse Openness and Scopes2013

    • Author(s)
      Basilisa Mvungi, Mizuho Iwaihara
    • Journal Title

      Proc. SocInfo2013, Lecture Notes in Computer Science

      Volume: 8238 Pages: 119-128

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Revision graph extraction in Wikipedia based on supergram decomposition2013

    • Author(s)
      Jianmin Wu, Mizuho Iwaihara
    • Journal Title

      Proc. International Symposium on Open Collaboration (WikiSym + OpenSym 2013)

      Volume: -

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Estimating Purposes of Users in Social Networking Service Public Contents2016

    • Author(s)
      Basilisa Mvungi, Mizuho Iwaihara
    • Organizer
      DEIM2016 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,A5-2
    • Place of Presentation
      福岡市
    • Year and Date
      2016-02-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] Hashtag Sense Disambiguation Based on Content and Temporal Proximities2016

    • Author(s)
      Minxin Zou, Mizuho Iwaihara
    • Organizer
      DEIM2016 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,D1-1
    • Place of Presentation
      福岡市
    • Year and Date
      2016-02-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] Evaluating Semantic Relatedness through Categorical and Contextual Information for Entity Disambiguation2016

    • Author(s)
      Yiming Zhang, Mizuho Iwaihara
    • Organizer
      DEIM2016 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
      福岡市
    • Year and Date
      2016-02-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] A Probabilistic Model for Ranking Entities to Mentions2016

    • Author(s)
      Shunlin Rong, Mizuho Iwaihara
    • Organizer
      DEIM2016 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,C3-2
    • Place of Presentation
      福岡市
    • Year and Date
      2016-02-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] Extracting Representative Phrases from Wikipedia Article Sections2016

    • Author(s)
      Shan Liu, Mizuho Iwaihara
    • Organizer
      DEIM2016 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,C3-6
    • Place of Presentation
      福岡市
    • Year and Date
      2016-02-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] Finding Member Articles for Wikipedia Lists2016

    • Author(s)
      Sun Shuang, Mizuho Iwaihara
    • Organizer
      DEIM2016 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,C3-3
    • Place of Presentation
      福岡市
    • Year and Date
      2016-02-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] Hashtag Sense Induction Based on Co-Occurrence Graphs2015

    • Author(s)
      Mengmeng Wang, Mizuho Iwaihara
    • Organizer
      Proc. 17th Asia-Pacific Web Conference (APWeb 2015)
    • Place of Presentation
      Guangzhou, China
    • Year and Date
      2015-09-18
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Cross-lingual Tweet Recommendation based on User Interest using Bilingual LDA2015

    • Author(s)
      Wang Zichun, Mizuho Iwaihara
    • Organizer
      DEIM2015 Forum, A8-2
    • Place of Presentation
      郡山市熱海町
    • Year and Date
      2015-03-02 – 2015-03-04
    • Related Report
      2014 Research-status Report
  • [Presentation] Automatic Construction and Ranking of Keyphrases on Wikipedia Article Sections2015

    • Author(s)
      Han Xiaolin, Wang Renzhi, Mizuho Iwaihara
    • Organizer
      DEIM Forum2015, D5-2
    • Place of Presentation
      郡山市熱海町
    • Year and Date
      2015-03-02 – 2015-03-04
    • Related Report
      2014 Research-status Report
  • [Presentation] Detection of text-based advertising and promotion in Wikipedia by deep learning method2015

    • Author(s)
      Guo Yuanzhen, Mizuho Iwaihara
    • Organizer
      DEIM Forum2015, D5-1
    • Place of Presentation
      郡山市熱海町
    • Year and Date
      2015-03-02 – 2015-03-04
    • Related Report
      2014 Research-status Report
  • [Presentation] Co-occurrence Graph Based Twitter Hashtag Sense Induction2015

    • Author(s)
      Wang Mengmeng, Mizuho Iwaihara
    • Organizer
      DEIM Forum2015, G4-1
    • Place of Presentation
      郡山市熱海町
    • Year and Date
      2015-03-02 – 2015-03-04
    • Related Report
      2014 Research-status Report
  • [Presentation] Finding Co-occurring Topics in Wikipedia Article Segments2014

    • Author(s)
      王 任之,呉 建民,岩井原 瑞穂
    • Organizer
      情報処理学会データベースシステム研究会
    • Place of Presentation
      福岡市
    • Year and Date
      2014-08-02 – 2014-08-03
    • Related Report
      2014 Research-status Report
  • [Presentation] Domain-Level Cross-Social Media Context Aggregation2014

    • Author(s)
      Chamwenga M. Chilufya, Mizuho Iwaihara,
    • Organizer
      情報処理学会データベースシステム研究会
    • Place of Presentation
      福岡市
    • Year and Date
      2014-08-02 – 2014-08-03
    • Related Report
      2014 Research-status Report
  • [Presentation] Predicting Facebook Users' Interactive Motivations from Observable Factors2014

    • Author(s)
      Basilisa Mvungi, Mizuho Iwaihara
    • Organizer
      DEIM2014 Forum
    • Place of Presentation
      淡路島
    • Related Report
      2013 Research-status Report
  • [Presentation] Edit Summarization in Wikipedia Based on Supergram Selection2014

    • Author(s)
      呉 建民, 李 波南, 岩井原瑞穂
    • Organizer
      DEIM2014 Forum
    • Place of Presentation
      淡路島
    • Related Report
      2013 Research-status Report
  • [Presentation] Modeling and Analysis of Privacy Settings and User Activities in Social Network Services2013

    • Author(s)
      Lin GU, Basilisa MVUNGI and Mizuho IWAIHARA
    • Organizer
      情報処理学会データベースシステム研究会
    • Place of Presentation
      京都市
    • Related Report
      2013 Research-status Report
  • [Presentation] Tracking topics on revision graphs of Wikipedia edit history2013

    • Author(s)
      Bonan Li, Jianmin Wu and Mizuho Iwaihara
    • Organizer
      情報処理学会データベースシステム研究会
    • Place of Presentation
      京都市
    • Related Report
      2013 Research-status Report
  • [Presentation] Inferring Entity Types from Enumerative Descriptions2013

    • Author(s)
      Chen Qian,Mizuho Iwaihara
    • Organizer
      情報処理学会データベースシステム研究会
    • Place of Presentation
      京都市
    • Related Report
      2013 Research-status Report

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

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