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Studies on Inferring Type Dependencies for Semi-structured Data

Research Project

Project/Area Number 11680416
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報システム学(含情報図書館学)
Research InstitutionNARA INSTITUTE OF SCIENCE AND TECHNOLOGY

Principal Investigator

ITO Minora  Graduate School of Information Sciences, Professor, 情報科学研究科, 教授 (90127184)

Co-Investigator(Kenkyū-buntansha) SAKUMURA Yuuichi  Graduate School of Information Sciences, NARA INSTITUTE OF SCIENCE AND TECHNOLOGY Research Associates, 情報科学研究科, 助手 (50324968)
ISHII Shin  Graduate School of Information Sciences, Associate Professor, 情報科学研究科, 助教授 (90294280)
中西 隆一  奈良先端科学技術大学院大学, 情報科学研究科, 助手 (60263232)
石原 靖哲  大阪大学, 大学院・基礎工学研究科, 講師 (00263434)
Project Period (FY) 1999 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥2,900,000 (Direct Cost: ¥2,900,000)
Fiscal Year 2000: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 1999: ¥1,900,000 (Direct Cost: ¥1,900,000)
KeywordsSemi-structured Data / Object-Oriented Database / Type Dependency / Inference Problem / Path Expression
Research Abstract

1. In usual databases, it is assumed that the stored data must be in a fixed format for the underlying database schema that is designed in advance. In semi-structured data, on the other hand, the data (that would have a common concept) may not have the same structure, so that it is difficult to design a fixed database schema in advance. In this project, we focus on types of properties, introduce a constraint that can expresses a type information including ambiguity of semi-structured data, and aim to solve a number of basic problems on such a constraint.
2. We extend the constraint called SC (specialization constraint) that express a type of a property so as to be able to express a constraint which a semi-structured data should satisfy. By the extension, an SC may have a set of path expressions.
3. For the inference problem on SCs (which decides if an SC σ is a logical consequence of a set of SCs Σ), we obtain a set of inference rules that is sound and complete.
4. We obtain a sufficient condition such that the inference problem is partially decidable. Similarly, for the co-problem (that is, negation) of the inference problem, we obtain a sufficient condition such that the co-problem is partially decidable.
5. By the result above, if the set of path expressions in an SC is context-free, then the inference problem is undecidable. If the set of path expressions in an SC is regular, then the inference problem is decidable.
6. As for the navigation problem of a path expression (which decides if there is a database that contains a path which we can navigate along the given path expression), we obtain a similar result as above.

Report

(3 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • Research Products

    (38 results)

All Other

All Publications (38 results)

  • [Publications] 新妻弘崇: "アナロクλ-optアルゴリズムを使った2次割当て問題の解法"電子情報通信学会論文誌D-II. J82-D-II,12. 2375-2384 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 財部倫孝: "タブル間の依存関係を表現できる確率的テータベースモデルの提案"情報処理学会データベースシステム研究会報告. 120-9. 61-68 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 清水将吾: "検索および再帰なし無閉路スキーマに対する型検査問題の計算量"電子情報通信学会技術研究報告. COMP99-88. 73-80 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 権娟大: "関連性の高いアイテム集合のマイニングに要する計算量"電子情報通信学会技術研究報告. COMP99-89. 81-88 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 松山哲平: "稀出集合問題の計算複雑さ及び連想規則問題との関連"電子情報通信学会技術研究報告. COMP2000-29. 17-24 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Shougo Shimizu: "A Probabilistic Database Model with Representability of Dependency among Temples"Proc.World Multi conf.Systemics, Cybernetics and Informatics. 8. 221-225 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 横内淳史: "無閉路オブジェクト指向データベーススキーマにおける型検査問題の計算量"電子情報通信学会技術研究報告. COMP99-16. 1-8 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 石原靖哲: "2本の時間軸間の時間的推論"電子情報通信学会技術研究報告. COMP99-17. 9-16 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 松山哲平: "頻出集合からの連想規則の生成の計算複雑さ"電子情報通信学会技術研究報告. COMP99-31. 1-6 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 野中康太郎: "頻出集合から連想規則を生成するインクリメンタルアルゴリズム"電子情報通信学会技術研究報告. COMP99-32. 7-14 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yeon-Dae Kwon: "Computational Complexity of Finding Meaningful Association Rules"IEICE Trans.Fundamentals of Electronics, Communications and Computer Sciences. E82-A,9. 1945-1952 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 村田佳洋: "仕事に対するエージェント集合割り当て問題の近似アルゴリズム"電子情報通信学会技術研究報告. COMP99-59. 25-32 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yeon-Dae Kwon: "Computational Complexity of Finding Highly ω-occurrent Itemsets in Market Basket Databases"IEICE Trans.Fundamentals of Electronics, Communications and Computer Sciences. E83-A,12. 2723-2735 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 松山哲平: "データマイニングにおける相関規則を求める問題に関する研究"電子情報通信学会技術研究報告. COMP2000-83. 81-87 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Junji Yokouchi: "Complexity of the Type-Consistency Problem for Acyclic Object Orientad Database Schemas"Tech.Rep.of IEICE. COMP99-16. 1-8 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yosunori Ishihara: "Temporal Reasuring between Two Time Axes"Tech.Rep.of IEICE. COMP99-17. 9-16 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Teppai Matsayuroa: "Computational Complexity of Finding Meaningful Association Rules from Large Hemsets"Tech.Rep.of IEICE. COMP99-31. 1-6 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kotaro Nonaka: "An Incremental Algorithm to Search for Meaningful Association Rules from Large Hemsets"Tech.Rep.of IEICE. COMP99-32. 7-14 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yeon-Dae Kwon: "Computational Complexity of Finding Meaningful Association Rules"IEICE Trans.Fundamantals of Electronics, Communications and Computer Sciences. E82-A, 9. 1945-1952 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yoshihiro Murata: "An Approximation Algorithm for the Task-Coalition Assignment Problem"Tech.Rep.of IEICE. COMP99-59. 25-32 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Hirotaka Niitsuma: "Analog λ-opt Approach to Quadratic Assignment Problem"Trans.IEICE D-II. J82-D-II, 12. 2375-2384 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Tomotaka Tekarabe: "A Probabilistic Database Model with Representability of Dependency among Tuples"Tech.Rep.Database Systems IPSJ. 120-9. 61-68 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Shorgo Shimizu: "Complexity of The Type-Consistency Problem for Retrieval and Recursion-Free Acyclic Schemas"Tech.Rep.of IEICE. COMP99-88. 73-80 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yeon-Dae Kwon: "Computational Complexity of Finding Correlated Itemsets"Tech.Rep.of IEICE. COMP99-89. 81-88 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Teppei Matsuyama: "Computational Complexity of Finding Rare Itemsets and Meaningful Association Rules"Tech.Rep.of IEICE. COMP2000-29. 17-24 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Shongo Shimizu: "A Probabilistic Database Model with Represenlability of Dependency among Tuples"Proc.World MultiConf.Systenics.Cybernetics and Informatics. 8. 221-225 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yeon-Dae Kwon: "Computational Complexity of Finding Highly Co-occurrant Itemsets in Market Basket Databases"IEICE Trans.Fundamentals of Electronics, Communications and Computer Sciences. E83-A, 1. 2723-2735 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Teppei Matsuyama: "Some Results on Finding Meaningful Association Rules in Data Mining"Tech.Rep.of IEICE. COMP2000-83. 81-87 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yeon-Dae Kwon: "Computational Complexity of Finding Highly Co-occurrent Itemsets in Market Basket Databases"IEICE Trans.Fundamentals of Electronics, Communications and Computer Sciences. E83-A,12. 2723-2735 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Shougo Shimizu: "A Probabilistic Database Model with Representability of Dependency among Tuples"Proc.World Multiconf.Systemics, Cybernetics and Information. 8. 221-225 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 松山哲平: "稀出集合問題の計算複雑さ及び連想規則問題との関連"電子情報通信学会技術研究報告. COMP2000-29. 17-24 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Teppei Matsuyama: "Some Results on Finding Meaningful Association Rules in Data Mining"電子情報通信学会技術研究報告. (印刷中). (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 石原靖哲: "2本の時間軸間の時間的推論"電子情報通信学会技術研究報告. COMP99-17. 9-16 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 横内淳史: "無閉路オブジェクト指向データベースにおける型検査問題の計算量"電子情報通信学会技術研究報告. COMP99-16. 1-8 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 松山哲平: "頻出集合からの連想規則の生成の計算複雑さ"電子情報通信学会技術研究報告. COMP99-31. 1-6 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 野中康太郎: "頻出集合から連想規則を生成するインクリメンタルアルゴリズム"電子情報通信学会技術研究報告. COMP99-32. 7-14 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 村田佳洋: "仕事に対するエージェント集合割り当て問題の近似アルゴリズム"電子情報通信学会技術研究報告. COMP99-59. 25-32 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 財部倫孝: "タカル間の依存関係を表現できる確率的データベースモデルの提案"情報処理学会データベースシステム研究会報告. 120-9. 61-68 (2000)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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