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Ontology Framework for Harmonizing Knowledge Integration across domains with Semantic Processing of Deep Domain knowledge

Research Project

Project/Area Number 17H01789
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionOsaka Electro-Communication University (2019-2020)
Osaka University (2017-2018)

Principal Investigator

Kozaki Kouji  大阪電気通信大学, 情報通信工学部, 教授 (00362624)

Co-Investigator(Kenkyū-buntansha) 来村 徳信  立命館大学, 情報理工学部, 教授 (20252710)
熊澤 輝一  総合地球環境学研究所, 研究基盤国際センター, 准教授 (90464239)
山本 泰智  大学共同利用機関法人情報・システム研究機構(機構本部施設等), データサイエンス共同利用基盤施設, 特任准教授 (50470076)
Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥17,420,000 (Direct Cost: ¥13,400,000、Indirect Cost: ¥4,020,000)
Fiscal Year 2020: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2019: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2018: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2017: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Keywordsオントロジー / 意味処理 / 知識グラフ / セマンティック技術 / Linked Data / セマンティクス / 知識統合
Outline of Final Research Achievements

This project developed ontology based techniques for knowledge integration through multiple domains and deep semantic processing on a specific domain through systematization of the domain knowledge. These techniques were combined into an ontology application framework and implemented as ontology based software environments.
This framework were applied to some use cases in several domains such as life science, environmental filed, social problems. Thorough these test cases, usefulness of the proposed frameworks were evaluated.

Academic Significance and Societal Importance of the Research Achievements

既存のオントロジー利用フレームワークは,基本的な処理機能の提供,もしくは,検索や情報推薦などの固定したタスクを対象としたものが中心である.それらに対し本研究は,領域横断型知識統合と領域深造型意味処理という2つの側面から,ニーズに応じた柔軟かつ適切なオントロジー利用をサポートする点が学術的な特色である.
また,多量なデータの適切な意味に基づいて扱う知識処理技術は,機械学習などのデータ中心の技術を補完するものとしてのニーズが高まっており,本フレームワークの利用が期待される.

Report

(5 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (47 results)

All 2020 2019 2018 2017 Other

All Journal Article (10 results) (of which Peer Reviewed: 9 results,  Open Access: 8 results) Presentation (35 results) (of which Int'l Joint Research: 14 results,  Invited: 2 results) Remarks (2 results)

  • [Journal Article] Knowledge-Based Sentiment Analysis and Visualization on Social Networks2020

    • Author(s)
      Vizcarra Julio、Kozaki Kouji、Torres Ruiz Miguel、Quintero Rolando
    • Journal Title

      New Generation Computing

      Volume: 39 Issue: 1 Pages: 199-229

    • DOI

      10.1007/s00354-020-00103-1

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Descriptions of Part-of Relationships for Ontology Building and Its Deployment – A Representation Model for Part Structures based-on Role Theory2019

    • Author(s)
      古崎 晃司, 溝口 理一郎
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 34 Issue: 1 Pages: C-I52_1-13

    • DOI

      10.1527/tjsai.C-I52

    • NAID

      130007543134

    • ISSN
      1346-0714, 1346-8030
    • Year and Date
      2019-01-01
    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Interconnection of Biological Knowledge Using NikkajiRDF and Interlinking Ontology for Biological Concepts2019

    • Author(s)
      Kushida Tatsuya、Kozaki Kouji、Kawamura Takahiro、Tateisi Yuka、Yamamoto Yasunori、Takagi Toshihisa
    • Journal Title

      New Generation Computing

      Volume: 37 Issue: 4 Pages: 525-549

    • DOI

      10.1007/s00354-019-00074-y

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Construction of Urban Problem LOD using Crowdsourcing2019

    • Author(s)
      Shusaku Egami, Takahiro Kawamura, Kouji Kozaki, Akihiko Ohsuga
    • Journal Title

      International Journal of Smart Computing and Artificial Intelligence

      Volume: 3 Pages: 71-86

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Auto-Generated Physiological Chain Data for an Ontological Framework for Pharmacology and Mechanism of Action to Determine Suspected Drugs in Cases of Dysuria2019

    • Author(s)
      Masayo Hayakawa, Takeshi Imai, Yoshimasa Kawazoe, Kouji Kozaki, Kazuhiko Ohe
    • Journal Title

      Drug Safety

      Volume: 42 Issue: 9 Pages: 1055-1069

    • DOI

      10.1007/s40264-019-00833-2

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development of the Supporting Tool for Constructing Causal Logics between Pieces of Domain Knowledge in the Field of Sustainability Science and Environmental Studies2018

    • Author(s)
      熊澤 輝一、古崎 晃司
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 33 Issue: 3 Pages: E-SGAI04_1-13

    • DOI

      10.1527/tjsai.E-SGAI04

    • NAID

      130006730828

    • ISSN
      1346-0714, 1346-8030
    • Year and Date
      2018-05-01
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Describing and Visualizing a Water-Energy-Food Nexus System2018

    • Author(s)
      Aiko Endo, Terukazu Kumazawa, Michinori Kimura, Makoto Yamada, Takaaki Kato, Kouji Kozaki
    • Journal Title

      Water

      Volume: 10(9) Issue: 9 Pages: 1245-1245

    • DOI

      10.3390/w10091245

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An Ontology Quality Refinement System based on Comparison of Comprihensive Hierarchies following Each Property2018

    • Author(s)
      増田 壮志、古崎 晃司、駒谷 和範
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 33 Issue: 2 Pages: B-H82_1-10

    • DOI

      10.1527/tjsai.B-H82

    • NAID

      130006415583

    • ISSN
      1346-0714, 1346-8030
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] GPS移動履歴の収集とオープンデータを用いた移動軌跡のLOD化─国際会議ISWC2016における実証実験を例として─2018

    • Author(s)
      古崎 晃司、横山 輝明、深見 嘉明
    • Journal Title

      デジタルプラクティス

      Volume: 9 Pages: 138-163

    • NAID

      170000149588

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] “Linkages” between Usages of LOD through Community Activities -Thorough LOD Hackathon Kansai as an Example-2017

    • Author(s)
      古崎 晃司
    • Journal Title

      The Journal of Information Science and Technology Association

      Volume: 67 Issue: 12 Pages: 633-638

    • DOI

      10.18919/jkg.67.12_633

    • NAID

      130006234952

    • ISSN
      0913-3801, 2189-8278
    • Related Report
      2017 Annual Research Report
  • [Presentation] 1.高分子材料オントロジーの構築に向けたWikidataからのドメイン概念抽出2020

    • Author(s)
      久米慧嗣, 古崎晃司
    • Organizer
      第52回セマンティックウェブとオントロジー研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 2.LOD Surfer: クラス間関係に基づく連合検索を利用したLOD探索2020

    • Author(s)
      山口敦子,小林紀郎,山本泰智,桝屋啓志,古崎晃司
    • Organizer
      2020年度人工知能学会全国大会(第34回)
    • Related Report
      2020 Annual Research Report
  • [Presentation] 3.第2回ナレッジグラフ推論チャレンジ2019開催報告~説明性のある人工知能システムを目指して~2020

    • Author(s)
      川村隆浩,江上周作,松下京群,田村光太郎,角田充弘,外園康智,黒川茂莉,鵜飼孝典,古崎晃司
    • Organizer
      2020年度人工知能学会全国大会(第34回)
    • Related Report
      2020 Annual Research Report
  • [Presentation] ドキュメントとDBpediaを利用したオントロジー半自動拡張支援2020

    • Author(s)
      山元悠太, 古崎晃司, 駒谷和範
    • Organizer
      情報処理学会第82回全国大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Investigating Schema Definitions Using RDFS and OWL 2 for RDF Databases in Life Sciences2019

    • Author(s)
      Atsuko Yamaguchi, Tatsuya Kushida, Yasunori Yamamoto, Kouji Kozaki
    • Organizer
      The 9th Joint International Semantic Technology Conference (JIST2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Violence Identification in Social Media2019

    • Author(s)
      Julio Vizcarra, Ken Fukuda, Kouji Kozaki
    • Organizer
      The 9th Joint International Semantic Technology Conference (JIST2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Reconstruction of Hierarchical Structures in a Thesaurus-based Ontology through Curation by Domain Experts2019

    • Author(s)
      Tatsuya Kushida, Kouji Kozaki, Yasunori Yamamoto, Atsuko Yamaguchi, Takahiro Kawamura, Takako Nakagawa, Yuka Tateisi, Toshihisa Takagi
    • Organizer
      10th International Conference on Biomedical Ontology (ICBO2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] オントロジー工学に基づくセマンティック技術2019

    • Author(s)
      古崎晃司
    • Organizer
      2019年度人工知能学会全国大会(第33回)
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] DBpediaのカテゴリ情報を利用したIs-a関係構築支援の検討2019

    • Author(s)
      山元悠太, 古崎晃司, 駒谷和範
    • Organizer
      第49回セマンティックウェブとオントロジー研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Inference of Functions, Roles, and Applications of Chemicals Using Linked Open Data and Ontologies2018

    • Author(s)
      Tatsuya Kushida, Kouji Kozaki, Takahiro Kawamura, Yuka Tateisi, Yasunori Yamamoto, Toshihisa Takagi
    • Organizer
      JIST2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Knowledge-based Identification of Emotional Status on Social Networks2018

    • Author(s)
      Julio Vizcarra, Kouji Kozaki, Miguel Torres-Ruiz, Rolando Quintero Tellez
    • Organizer
      PAOS2018 and PASSCR2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Content-Based Visualization System for Sentiment Analysis On Social Networks2018

    • Author(s)
      Julio Vizcarra, Kouji Kozaki, Miguel Torres-Ruiz, Rolando Quintero Tellez
    • Organizer
      JIST2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 生物学的概念相互作用オントロジーを用いたライフサイエンスデータ統合―化合物、遺伝子産物の機能推論の現状と課題2018

    • Author(s)
      櫛田達矢,古崎晃司,山口敦子,山本泰智,川村隆浩
    • Organizer
      第47回セマンティックウェブとオントロジー研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] ライフサイエンスのRDFデータベースにおけるスキーマ定義の現状分析2018

    • Author(s)
      山口敦子,櫛田達矢,山本泰智,古崎晃司
    • Organizer
      第47回セマンティックウェブとオントロジー研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 都道府県と市町村の環境基本計画の比較 による計画知識のスケール横断的な構造化2018

    • Author(s)
      熊澤輝一,古崎晃司
    • Organizer
      日本計画行政学会第41回全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 第1回ナレッジグラフ推論チャレンジ2018~解釈可能な人工知能を目指して~2018

    • Author(s)
      川村隆浩,江上周作,長野伸一,大向一輝,森田武史,山本泰智,古崎晃司
    • Organizer
      2018年度人工知能学会全国大会(第32回)
    • Related Report
      2018 Annual Research Report
  • [Presentation] LOD Surfer API: クラス間関係に基づくLOD探索のためのウェブAPI2018

    • Author(s)
      山口敦子,小林紀郎,桝屋啓志,山本泰智,古崎晃司
    • Organizer
      2018年度人工知能学会全国大会(第32回)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 視点依存オープンデータの大規模作成支援ツール2018

    • Author(s)
      桝屋啓志,古崎晃司,溝口理一郎
    • Organizer
      2018年度人工知能学会全国大会(第32回)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Urban Problem LOD for Understanding the Problem Structure and Detecting Vicious Cycles2018

    • Author(s)
      Shusaku Egami, Takahiro Kawamura, Kouji Kozaki and Akihiko Ohsuga
    • Organizer
      12th IEEE International Conference on Semantic Computing (ICSC2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] LOD Surfer API: クラス間関係を用いたLODからの情報抽出Web API2018

    • Author(s)
      山口 敦子、小林 紀郎、臼田 大輝、桝屋 啓志、山本 泰智、古崎 晃司
    • Organizer
      第44回セマンティックウェブとオントロジー研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 都市問題LODと推論規則を用いた悪循環の発見2018

    • Author(s)
      江上 周作、川村 隆浩、古崎 晃司、大須賀 昭彦
    • Organizer
      第44回セマンティックウェブとオントロジー研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Linked Open Dataを利用した単語極性予想によるレビュー感情分析2018

    • Author(s)
      山元 悠太、古崎 晃司、駒谷 和範
    • Organizer
      言語処理学会第24回年次大会(NLP2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] Construction of Linked Urban Problem Data with Causal Relations using Crowdsourcing2017

    • Author(s)
      Shusaku Egami, Takahiro Kawamura, Kouji Kozaki, Akihiko Ohsuga
    • Organizer
      6th International Congress on Advanced Applied Informatics (IIAI AAI 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Linked Urban Open Data Including Social Problems’ Causality and Their Costs2017

    • Author(s)
      Shusaku Egami, Takahiro Kawamura, Kouji Kozaki, Akihiko Ohsuga
    • Organizer
      7th Joint International Semantic Technology Conference (JIST2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Extending A Bioscience Ontology Based on Comparison between Sibling Concepts2017

    • Author(s)
      Takeshi Masuda, Kouji Kozaki, Tatsuya Kushida, Yuka Tateisi, Katsutaro Watanabe, Katsuji Matsumura, Takahiro Kawamura, Kazunori Komatani
    • Organizer
      8th International Conference on Internet Technologies & Society
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] GPS Trajectory Linked Open Data based on Open POI Information- Through an Experiment in ISWC2016-2017

    • Author(s)
      Kouji Kozaki, Teruaki Yokoyama, Yoshiaki Fukami
    • Organizer
      16th International Semantic Web Conference (ISWC 2017), Posters & Demonstrations Track
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Refined JST Thesaurus Extended with Data from Other Open Life Science Data Sources2017

    • Author(s)
      Tatsuya Kushida, Yuka Tateisi, Takeshi Masuda, Katsutaro Watanabe, Katsuji Matsumura, Takahiro Kawamura, Kouji Kozaki, Toshihisa Takagi
    • Organizer
      7th Joint International Semantic Technology Conference (JIST2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Semantic Graph Analysis for Federated LOD Surfing in Life Sciences2017

    • Author(s)
      Atsuko Yamaguchi, Kouji Kozaki, Yasunori Yamamoto, Hiroshi Masuya, Norio Kobayashi
    • Organizer
      7th Joint International Semantic Technology Conference (JIST2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] LOD Surfer API: Web API for LOD Surfing Using Class-Class Relationships in Life Sciences2017

    • Author(s)
      Atsuko Yamaguchi, Kouji Kozaki, Yasunori Yamamoto, Hiroshi Masuya, Norio Kobayashi
    • Organizer
      10th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences (SWAT4LS 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 社会課題における因果関係を表すLinked Dataの半自動的な構築手法の提案2017

    • Author(s)
      江上 周作、川村 隆浩、古崎 晃司、大須賀 昭彦
    • Organizer
      2017年度人工知能学会全国大会(第31回)
    • Related Report
      2017 Annual Research Report
  • [Presentation] Linked Dataとオントロジーによるセマンティック技術の実際2017

    • Author(s)
      古崎 晃司
    • Organizer
      2017年度人工知能学会全国大会(第31回)
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 分類観点に沿った概念階層全体の比較によるオントロジー品質向上手法の提案2017

    • Author(s)
      増田 壮志、古崎 晃司、駒谷 和範
    • Organizer
      2017年度人工知能学会全国大会(第31回)
    • Related Report
      2017 Annual Research Report
  • [Presentation] オントロジーに基づくドメインを横断した個別知識間の因果論理構築支援に関する考察2017

    • Author(s)
      熊澤 輝一、古崎 晃司
    • Organizer
      2017年度人工知能学会全国大会(第31回)
    • Related Report
      2017 Annual Research Report
  • [Presentation] オントロジー化した科学技術用語シソーラスによる生物学的機能、ロールの推論2017

    • Author(s)
      櫛田 達矢、古崎 晃司、増田 壮志、建石 由佳、渡邊 勝太郎、松邑 勝治、川村 隆浩、高木 利久
    • Organizer
      第43回セマンティックウェブとオントロジー研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 兄弟概念の比較に基づくバイオサイエンスオントロジーのプロパティ推定手法2017

    • Author(s)
      増田 壮志、古崎 晃司、櫛田 達矢、建石 由佳、渡邊 勝太郎、川村 隆浩、駒谷 和範
    • Organizer
      第43回セマンティックウェブとオントロジー研究会
    • Related Report
      2017 Annual Research Report
  • [Remarks] Hozo - Ontology Editor

    • URL

      http://hozo.jp

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
  • [Remarks] オントロジー構築利用環境「法造」

    • URL

      http://www.hozo.jp

    • Related Report
      2018 Annual Research Report 2017 Annual Research Report

URL: 

Published: 2017-04-28   Modified: 2022-01-27  

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