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2012 Fiscal Year Final Research Report

WebGIS for enabling cross search of lunargeographic data

Research Project

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Project/Area Number 23650046
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Media informatics/Database
Research InstitutionShizuoka University

Principal Investigator

ISHIKAWA Hiroshi  静岡大学, 情報学部, 教授 (60326014)

Co-Investigator(Kenkyū-buntansha) YOKOYAMA Shohei  静岡大学, 情報学部, 講師 (20443236)
Co-Investigator(Renkei-kenkyūsha) YAMAMOTO Yukio  独立行政法人宇宙航空研究開発機構, 宇宙科学研究本部, 助教 (50425790)
Project Period (FY) 2011 – 2012
Keywordsデータマイニング / データベース / 可視化 / Web サービス / 惑星科学
Research Abstract

Using the vast amounts of moonquake data obtained by the Apollomissions of NASA, classification of the causes and the epicenters has been continued by hand even today. However, due to the huge amount of waveform data, it is difficult to determine the similarity between moonquake data. Based on the results of the study of GIS application prototypes done during 2011, a Web system to visualize moonquake data based on Self-Organizing Maps (SOM) has been implemented considering the similarity of the waveforms during 2012, As the result, not only innovations of large-scale time series data processing in information science but also promotions of studies on moonquake data analysis in planetary science are expected.

  • Research Products

    (12 results)

All 2013 2012 2011 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (8 results) Book (2 results) Remarks (1 results)

  • [Journal Article] A Robust Clustering Method for Missing Metadata in Image Search Results2012

    • Author(s)
      Masaharu Hirota, Naoki Fukuta, Shohei Yokoyama, Hiroshi Ishikawa
    • Journal Title

      Journal of Information Processing

      Volume: Vol.53

    • DOI

      DOI:10.2197/ipsjjip.20.537

    • Peer Reviewed
  • [Presentation] ジオタグ付き写真を用いたホットスポットの分類とランドマークの形状抽出手法2013

    • Author(s)
      白井元浩,廣田雅春,横山昌平,石川 博
    • Organizer
      第5回データ工学と情報マネジメントに関するフォーラム(DEIM フォーラム 2013)
    • Place of Presentation
      福島県郡山市(磐梯熱海 ホテル華の湯)
    • Year and Date
      2013-03-04
  • [Presentation] 波形の類似性を考慮した大規模月地震データの可視化システムの実装2013

    • Author(s)
      後藤康路,山田竜平,山本幸生,横山昌平,石川博
    • Organizer
      平成 24 年度 宇宙科学情報解析シンポジウム
    • Place of Presentation
      神奈川県相模原市(JAXA 相模原キャンパス)
    • Year and Date
      2013-02-15
  • [Presentation] Towards an Integrated Framework for Analyzing and Utilizing Social Big Data and its Efficient Execution2012

    • Author(s)
      Hiroshi Ishikawa
    • Organizer
      7th Korea-Japan Database Workshop 2012
    • Place of Presentation
      韓国・ディジョン(Daejeon Convention Center)
    • Year and Date
      2012-12-01
  • [Presentation] MapReduce による確率的勾配降下法を用いた広告クリック率予測の実践2012

    • Author(s)
      後藤康路,油井誠,横山昌平,小島功,石川博
    • Organizer
      第155回データベースシステム研究発表会
    • Place of Presentation
      東京都千代田区(秋葉原ダイビル)
    • Year and Date
      2012-11-19
  • [Presentation] Discovering Multiple HotSpots using Geo-tagged Photographs2012

    • Author(s)
      Motohiro Shirai, Masaharu Hirota, Shohei Yokoyama, Naoki Fukuta, Hiroshi Ishikawa
    • Organizer
      20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
    • Place of Presentation
      アメリカ・カリフォルニア(Crowne Plaza Redondo Beach & Marina Hotel)
    • Year and Date
      2012-11-07
  • [Presentation] Social media analytics in the age of big data2012

    • Author(s)
      Hiroshi Ishikawa
    • Organizer
      Intl. Conf. on Global Research and Education(Inter-Academia 2012)
    • Place of Presentation
      ハンガリー・ブダペスト 【招待講演】
    • Year and Date
      2012-08-26
  • [Presentation] MapReduce を用いた並列 SOMの高速化手法の提案2012

    • Author(s)
      後藤康路,廣田雅春,横山昌平,福田直樹,石川博
    • Organizer
      第4回データ工学と情報マネジメントに関するフォーラム(DEIM フォーラム 2012)
    • Place of Presentation
      兵庫県神戸市(シーサイドホテル舞子ビラ神戸)
    • Year and Date
      2012-03-03
  • [Presentation] Implementing Constraint-based Clustering for a Photo Search System Using Estimated Metadata2011

    • Author(s)
      Masaharu Hirota, Naoki Fukuta, Shohei Yokoyama, Hiroshi Ishikawa
    • Organizer
      2nd International Symposium on Applied Informatics
    • Place of Presentation
      山形県上山市(かみのやま温泉月岡ホテル)
    • Year and Date
      2011-08-09
  • [Book] データマイニングと集合知 -基礎から Web,ソーシャルメディアまで-2012

    • Author(s)
      石川 博・新美 礼彦・白石 陽・横山昌平
    • Total Pages
      237
    • Publisher
      共立出版
  • [Book] 集合知の作り方・活かし方 -多様性とソーシャルメディアの視点から2011

    • Author(s)
      石川博
    • Total Pages
      232
    • Publisher
      共立出版
  • [Remarks]

    • URL

      http://db-lab.cs.inf.shizuoka.ac.jp/

URL: 

Published: 2014-09-25  

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