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ソーシャルメディア上で共有される多様なビッグデータの分析とモデリング

Research Project

Project/Area Number 14F04765
Research Category

Grant-in-Aid for JSPS Fellows

Allocation TypeSingle-year Grants
Section外国
Research Field Web informatics, Service informatics
Research InstitutionShizuoka University

Principal Investigator

横山 昌平  静岡大学, 情報学部, 准教授 (20443236)

Co-Investigator(Kenkyū-buntansha) ROEVIDNE BOGARDI AGNES  静岡大学, 情報学部, 外国人特別研究員
ROEVIDNE BOGARDI-MESZOELY AGNES  静岡大学, 情報学部, 外国人特別研究員
ROEVIDNE BOGARDI-MESZOELY Agnes  静岡大学, 情報学研究科, 外国人特別研究員
Project Period (FY) 2014-04-25 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥2,300,000 (Direct Cost: ¥2,300,000)
Fiscal Year 2016: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 2015: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2014: ¥700,000 (Direct Cost: ¥700,000)
Keywordsソーシャルデータ / ビッグデータ / ドキュメント指向データベース / 国際研究者交流
Outline of Annual Research Achievements

研究代表者らが提唱するGeoSocial Survey技術の創出基盤として、大規模ソーシャルデータのデータベースを実現し、また個々のアプリケーションのための分析アルゴリズムの効率化・高度化を行った。当該年度は本助成期間の最終年度にあたり、受け入れた海外研究者による二報の国際会議発表を含む、関連する複数の国際会議発表を行い、本プロジェクトの成果の公表に努めた。
また、本プロジェクトの修了後、平成28年10月より、研究代表者は国際共同研究加速基金(国際共同研究強化)により、フランスのポー大学において、関連課題の研究を続けており、本助成による、外国人研究者の受け入れとともに、インバウンド・アウトバウンド双方の国際共同研究が達成された。

Research Progress Status

28年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

28年度が最終年度であるため、記入しない。

Report

(3 results)
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (15 results)

All 2016 2015 2014

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (13 results) (of which Int'l Joint Research: 7 results,  Invited: 4 results)

  • [Journal Article] ソーシャルメディア上から収集したジオタグに基づく地理的特徴の抽出と評価2015

    • Author(s)
      大森 雅己, 廣田 雅春, 石川 博, 横山 昌平
    • Journal Title

      情報処理学会論文誌データベース(TOD)

      Volume: Vol.8, No.1 Pages: 1-16

    • NAID

      110009886568

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ジオタグ付き写真を用いた土地被覆の分析と可視化2014

    • Author(s)
      大羽洋隆, 廣田雅春, 石川博, 横山昌平
    • Journal Title

      日本データベース学会和文論文誌

      Volume: Vol.13-J, No.1 Pages: 52-57

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Presentation] Time Trend Analysis of Scenic Leaves and Blossoms Viewing Places2016

    • Author(s)
      Agnes Bogardi-Meszoly, Andras Rovid, Shohei Yokoyama
    • Organizer
      The 4th IIAE International Conference on Intelligent Systems and Image Processing 2016(ICISIP2016)
    • Place of Presentation
      Kyoto International Community House(Kyoto)
    • Year and Date
      2016-09-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Inferring Tourist Behavior and Purposes of a Twitter User2016

    • Author(s)
      Yuya Nozawa, Masaki Endo,Yo Ehara, Masaharu Hirota, Shohei Yokoyama, Hiroshi Ishikawa
    • Organizer
      Artificial Intelligence for Tourism (AI4Tourism)
    • Place of Presentation
      Hilton Phuket Arcadia Resort & Spa (Phuket Thailand)
    • Year and Date
      2016-08-23
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Detect Scenic Leaves and Blossoms Viewing Places from Flickr Based on Social and Image Features2016

    • Author(s)
      Agnes Bogardi-Meszoly, Andras Rovid, Shohei Yokoyama
    • Organizer
      1st International Conference on Social Informatics and Systems Science (SISS2016)
    • Place of Presentation
      Kumamoto City International Center (Kumamoto)
    • Year and Date
      2016-06-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] EBSCAN: An Entanglement-based Algorithm for Discovering Dense Regions in Large Geo-social Data Streams with Noise2016

    • Author(s)
      Shohei Yokoyama
    • Organizer
      3rd International Joint Symposium on ICT&Robot Informatics
    • Place of Presentation
      国立曁南国際大学(台湾南投県)
    • Year and Date
      2016-03-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] EBSCAN: An Entanglement-based Algorithm for Discovering Dense Regions in Large Geo-social Data Streams with Noise2015

    • Author(s)
      Shohei Yokoyama, Agnes Bogardi-Meszoly, Hiroshi Ishikawa
    • Organizer
      8th ACM SIGSPATIAL International Workshop on Location-Based Social Networks (LBSN 2015), Hyatt Regency Bellevue Hotel(Seattle, Washington, USA)
    • Place of Presentation
      Hyatt Regency Bellevue Hotel(Seattle, Washington, USA)
    • Year and Date
      2015-11-03
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Performance Prediction of Web-Based Software Systems with Subspace Identification2015

    • Author(s)
      Agnes Bogardi-Meszoly, Andras Rovid, Shohei Yokoyama
    • Organizer
      The 4 th International Scientific Conference on Engineering and Applied Sciences
    • Place of Presentation
      Loisir Hotel Naha (Naha Okinawa Japan)
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Performance Prediction of Web-Based Software Systems with Subspace Identification2015

    • Author(s)
      Agnes Bogardi-Meszoly, Andras Rovid, Shohei Yokoyama
    • Organizer
      The 5th International Conference on Engineerig and Applied Sciences (ICEAS 2015)
    • Place of Presentation
      Sapporo Renaissance Hotel(Hokkaido Japan)
    • Year and Date
      2015-07-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Introduction to Fusion of Social Big Data and Robotics: (4)Geo-social Survey2015

    • Author(s)
      Shohei Yokoyama
    • Organizer
      国立中央大学における招待講演
    • Place of Presentation
      国立中央大学(台湾, 新竹)
    • Year and Date
      2015-03-24
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Introduction to Social Big Data Mining: (1)Geo-social Survey2015

    • Author(s)
      Shohei Yokoyama
    • Organizer
      Joint International Symposium on ICT & Robot Informatics
    • Place of Presentation
      National Chi Nan University(台湾, 埔里鎮)
    • Year and Date
      2015-03-23
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Visualizing Shooting Spots using Geo-tagged Photographs from Social Media Sites2015

    • Author(s)
      Masaharu Hirota, Masaki Endo, Shohei Yokoyama, Hiroshi Ishikawa
    • Organizer
      15th international conference on extraction and knowledge management (EGC 2015)
    • Place of Presentation
      Abbey of Neumunster Cultural Exchange Center (ルクセンブルグ,ルクセンブルグ)
    • Year and Date
      2015-01-28
    • Related Report
      2014 Annual Research Report
  • [Presentation] From Geological Survey To Geo-social Survey2014

    • Author(s)
      Shohei Yokoyama
    • Organizer
      2-days Workshop: Digital Ecosystems and Social Big Data
    • Place of Presentation
      IUT De Bayonne et du Pays Basque (Bayyonne, France)
    • Year and Date
      2014-12-18
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Towards Better Land Cover Classification Using Geo-Tagged Photographs2014

    • Author(s)
      Hirotaka Oba, Masaharu Hirota, Richard Chbeir, Hiroshi Ishikawa, Shohei Yokoyama
    • Organizer
      IEEE International Symposium on Multimedia (ISM2014)
    • Place of Presentation
      The Splendor Hotel Taichung (台湾,台中)
    • Year and Date
      2014-12-10
    • Related Report
      2014 Annual Research Report
  • [Presentation] Can Geo-tags on Flickr Draw Coastlines?2014

    • Author(s)
      Masaki Omori, Masaharu Hirota, Hiroshi Ishikawa, Shohei Yokoyama
    • Organizer
      International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2014)
    • Place of Presentation
      Renaissance Dallas Hotel(Dallas, Texas, USA)
    • Year and Date
      2014-11-05
    • Related Report
      2014 Annual Research Report

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Published: 2015-01-22   Modified: 2024-03-26  

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