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Development of Multidimensional Databases for Analyzing Time Interval Data in Heterogeneous Schemas

Research Project

Project/Area Number 22680007
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypeSingle-year Grants
Research Field Media informatics/Database
Research InstitutionKwansei Gakuin University (2012-2013)
Osaka University (2010-2011)

Principal Investigator

AKIHIRO Inokuchi  関西学院大学, 理工学部, 准教授 (70452456)

Project Period (FY) 2010-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥22,880,000 (Direct Cost: ¥17,600,000、Indirect Cost: ¥5,280,000)
Fiscal Year 2013: ¥5,850,000 (Direct Cost: ¥4,500,000、Indirect Cost: ¥1,350,000)
Fiscal Year 2012: ¥6,760,000 (Direct Cost: ¥5,200,000、Indirect Cost: ¥1,560,000)
Fiscal Year 2011: ¥5,720,000 (Direct Cost: ¥4,400,000、Indirect Cost: ¥1,320,000)
Fiscal Year 2010: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Keywords多次元データベース / OLAP / データマイニング / ビッグデータ / 情報システム / データベース / アルゴリズム
Research Abstract

The current OLAP systems are incapable of supporting to analyze event time series with temporal intervals. In the last years, we have developed an OLAP system, called HealthCube, to interactively analyze event time series with temporal intervals such as medical data, buying history data, click stream data for Web browsing, sequences of words and so on. It is to analyze the medical data in a multidimensional manner by storing the data in tables of vertical layout and by designing OLAP operations for temporal intervals. In addition, we achieved a linear speedup by partitioning the data into multiple computers and by paralleling the operations with these computers, and we confirmed the practicality of our system to huge databases.

Report

(5 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (32 results)

All 2014 2013 2012 2011 2010 Other

All Journal Article (7 results) (of which Peer Reviewed: 6 results) Presentation (23 results) Remarks (1 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] 頻出パターンマイニングのグラフ系列への適用2012

    • Author(s)
      猪口 明博
    • Journal Title

      人工知能学会誌, 特集「系列パターンマイニングの最近の動向」

      Volume: Vol. 27, No. 2 Pages: 120-127

    • URL

      http://www.ai-gakkai.or.jp/vol27_no2/

    • Related Report
      2013 Final Research Report 2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Efficient Graph Sequence Mining Using Reverse Search2012

    • Author(s)
      Akihiro Inokuchi, Hiroaki Ikuta, and Takashi Washio
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E95.D Issue: 7 Pages: 1947-1958

    • DOI

      10.1587/transinf.E95.D.1947

    • NAID

      10031024424

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2013 Final Research Report 2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] FRISSMiner: Mining Frequent Graph Sequence Patterns Induced by Vertices2012

    • Author(s)
      Akihiro Inokuchi and Takashi Washio
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E95.D Issue: 6 Pages: 1590-1602

    • DOI

      10.1587/transinf.E95.D.1590

    • NAID

      10031023550

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2013 Final Research Report 2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Mining Rules for Rewriting States in a Transition-based Dependency Parser2012

    • Author(s)
      Akihiro Inokuchi, Ayumu Yamaoka, Takashi Washio, Yuji Matsumoto, Masayuki Asahara, Masakazu Iwatate, and Hideto Kazawa
    • Journal Title

      PRICAI 2012: Trends in Artificial Intelligence, Springer

      Volume: LNCS7458 Pages: 133-145

    • DOI

      10.1007/978-3-642-32695-0_14

    • ISBN
      9783642326943, 9783642326950
    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 頻出パターンマイニングのグラフ系列への適用2012

    • Author(s)
      猪口明博
    • Journal Title

      人工知能学会誌

      Volume: 27 Pages: 120-127

    • Related Report
      2011 Annual Research Report
  • [Journal Article] GTRACE: Mining Frequent Subsequences from Graph Sequences2010

    • Author(s)
      Akihiro Inokuchi and Takashi Washio
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E93-D Issue: 10 Pages: 2792-2804

    • DOI

      10.1587/transinf.E93.D.2792

    • NAID

      10027641227

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] GTRACE : Mining Frequent Subsequences from Graph Sequences2010

    • Author(s)
      Akihiro Inokuchi, Takashi Washio
    • Journal Title

      IEICE Transactions D

      Volume: 93 Pages: 2792-2804

    • NAID

      10027641227

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] 動的オラクルを用いた日本語の係り受け解析2014

    • Author(s)
      前田光貴, 猪口明博
    • Organizer
      第76回情報処理学会全国大会
    • Place of Presentation
      東京電機大学
    • Year and Date
      2014-03-11
    • Related Report
      2013 Final Research Report
  • [Presentation] スペクトラルクラスタリングに基づいた動的に変化するグラフのクラスタリング2014

    • Author(s)
      小西哲生, 猪口明博
    • Organizer
      第76回情報処理学会全国大会
    • Place of Presentation
      東京電機大学
    • Year and Date
      2014-03-11
    • Related Report
      2013 Final Research Report
  • [Presentation] Mining Rules for Rewriting States in a Transition-based Dependency Parser for English2012

    • Author(s)
      Akihiro Inokuchi, and Ayumu Yamaoka
    • Organizer
      The 24th International Conference on Computational Linguistics
    • Place of Presentation
      Mumbai, India
    • Year and Date
      2012-12-13
    • Related Report
      2013 Final Research Report
  • [Presentation] Mining Rules for Rewriting States in a Transition-based Dependency Parser2012

    • Author(s)
      Akihiro Inokuchi, Ayumu Yamaoka, Takashi Washio, Yuji Matsumoto, Masayuki Asahara, Masakazu Iwatate, and Hideto Kazawa
    • Organizer
      The 12th Pacific Rim International Conference on Artificial Intelligence
    • Place of Presentation
      Kuching, Malaysia
    • Year and Date
      2012-09-05
    • Related Report
      2013 Final Research Report
  • [Presentation] 係り受け解析における状態書き換え規則のマイニング2011

    • Author(s)
      猪口明博, 山岡歩, 鷲尾隆, 松本裕治, 浅原正幸, 岩立将和, 賀沢秀人
    • Organizer
      第1回データ指向構成マイニングとシミュレーション研究会
    • Place of Presentation
      慶応大学(横浜)
    • Year and Date
      2011-12-14
    • Related Report
      2011 Annual Research Report
  • [Presentation] グラフ系列マイニング2011

    • Author(s)
      猪口明博
    • Organizer
      第2回Latent Dynamics Workshop
    • Place of Presentation
      東京大学(東京)(招待講演)
    • Year and Date
      2011-06-02
    • Related Report
      2011 Annual Research Report
  • [Presentation] 単一グラフ系列からの頻出パターン列挙2011

    • Author(s)
      山岡歩, 猪口明博, 鷲尾隆
    • Organizer
      第25回人工知能学会全国大会
    • Place of Presentation
      いわて県民情報交流センタ(盛岡)
    • Year and Date
      2011-06-01
    • Related Report
      2011 Annual Research Report
  • [Presentation] 劣モジュラ最適化に基づいたグラフ系列のクラスタリング2011

    • Author(s)
      岸本卓也, 猪口明博, 河原吉伸, 鷲尾隆
    • Organizer
      第25回人工知能学会全国大会
    • Place of Presentation
      いわて県民情報交流センタ(盛岡)
    • Year and Date
      2011-06-01
    • Related Report
      2011 Annual Research Report
  • [Presentation] 逆探索法によるグラフ系列マイニングの高速化2011

    • Author(s)
      生田泰章, 猪口明博, 鷲尾隆
    • Organizer
      第3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
      修善寺
    • Year and Date
      2011-02-27
    • Related Report
      2010 Annual Research Report
  • [Presentation] Graph Classification Based on Optimizing Graph Spectra2010

    • Author(s)
      Nguyen Duy Vinh, Akihiro Inokuchi, Takashi Washio
    • Organizer
      13th International Conference on Discovery Science
    • Place of Presentation
      Canberra, Australia
    • Year and Date
      2010-10-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] Graph Classification based on Optimizing Graph Spectra2010

    • Author(s)
      Nguyen Duy Vinh, Akihiro Inokuchi, and Takashi Washio
    • Organizer
      The International Conference on Discovery Science
    • Place of Presentation
      Canberra, Australia
    • Year and Date
      2010-09-07
    • Related Report
      2013 Final Research Report
  • [Presentation] GTRACE2: Improving Performance Using Labeled Union Graphs2010

    • Author(s)
      Akihiro Inokuchi and Takashi Washio
    • Organizer
      The 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining
    • Place of Presentation
      Hyderabad, India
    • Year and Date
      2010-06-23
    • Related Report
      2013 Final Research Report
  • [Presentation] GTRACE2 : Improving Performance Using Labeled Union Graphs2010

    • Author(s)
      Akihiro Inokuchi, Takashi Washio
    • Organizer
      14th Pacific-Asia Conference on Knowledge Discovery and Data Mining
    • Place of Presentation
      Hyderabad, India
    • Year and Date
      2010-06-21
    • Related Report
      2010 Annual Research Report
  • [Presentation] ラベル付き和グラフによるグラフ系列からの頻出パターンマイニングの高速化2010

    • Author(s)
      猪口明博, 鷲尾隆
    • Organizer
      2010年人工知能学会全国大会
    • Place of Presentation
      長崎
    • Year and Date
      2010-06-09
    • Related Report
      2010 Annual Research Report
  • [Presentation] 飽和系列パターンマイニングを用いたグラフ系列マイニングの高速化2010

    • Author(s)
      岸本卓也, 猪口明博, 鷲尾隆
    • Organizer
      2010年人工知能学会全国大会
    • Place of Presentation
      長崎
    • Year and Date
      2010-06-09
    • Related Report
      2010 Annual Research Report
  • [Presentation] 高次元確率空間における高精度期待値ベイス推定の検討2010

    • Author(s)
      松田衆治, Nguyen Ha Hon, 鷲尾隆, 河原吉伸, 清水昌平, 猪口明博
    • Organizer
      2010年人工知能学会全国大会
    • Place of Presentation
      長崎
    • Year and Date
      2010-06-09
    • Related Report
      2010 Annual Research Report
  • [Presentation] Mining Frequent Graph Sequence Patterns Induced by Vertices2010

    • Author(s)
      Akihiro Inokuchi and Takashi Washio
    • Organizer
      The Tenth SIAM International Conference on Data Mining
    • Place of Presentation
      Columbus, Ohio, USA
    • Year and Date
      2010-04-29
    • Related Report
      2013 Final Research Report
  • [Presentation] Mining Frequent Graph Sequence Patterns Induced by Vertices.2010

    • Author(s)
      Akihiro Inokuchi, Takashi Washio
    • Organizer
      the SIAM International Conference on Data Mining
    • Place of Presentation
      Columbus, Ohio, USA
    • Year and Date
      2010-04-29
    • Related Report
      2010 Annual Research Report
  • [Presentation] 動的オラクルを用いた日本語の係り受け解析

    • Author(s)
      前田光貴, 猪口明博
    • Organizer
      第76回情報処理学会全国大会 ( IPSJ )
    • Place of Presentation
      東京電機大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] スペクトラルクラスタリングに基づいた動的に変化するグラフのクラスタリング

    • Author(s)
      小西哲生, 猪口明博
    • Organizer
      第76回情報処理学会全国大会 ( IPSJ )
    • Place of Presentation
      東京電機大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 係り受け解析における状態書き換え規則適用の学習

    • Author(s)
      山岡歩, 猪口明博, 松本裕治, 鷲尾隆
    • Organizer
      人工知能学会第26回全国大会
    • Place of Presentation
      山口県教育会館
    • Related Report
      2012 Annual Research Report
  • [Presentation] グラフスペクトルカーネルにおける算術オーバーフローの回避計算

    • Author(s)
      中尾寛郎, 猪口明博, 鷲尾隆, 岡田孝
    • Organizer
      人工知能学会第26回全国大会
    • Place of Presentation
      山口県教育会館
    • Related Report
      2012 Annual Research Report
  • [Presentation] Mining Rules for Rewriting States in a Transition-based Dependency Parser

    • Author(s)
      Akihiro Inokuchi, Ayumu Yamaoka, Takashi Washio, Yuji Matsumoto, Masayuki Asahara, Masakazu Iwatate, and Hideto Kazawa
    • Organizer
      12th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2012)
    • Place of Presentation
      Kuching, Sarawak, Malaysia
    • Related Report
      2012 Annual Research Report
  • [Remarks] ホームページ

    • URL

      http://ist.ksc.kwansei.ac.jp/~inokuchi/index_ja.html

    • Related Report
      2013 Final Research Report
  • [Patent(Industrial Property Rights)] 多次元データ分析方法, 多次元データ分析装置, 及びプログラム2013

    • Inventor(s)
      猪口 明博, 高林 健登, 鷲尾 隆
    • Industrial Property Rights Holder
      国立大学法人 大阪大学
    • Industrial Property Rights Type
      特許
    • Filing Date
      2013-04-26
    • Related Report
      2013 Final Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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