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Research on multilingual integrated access to digital archives of Japanese culture

Research Project

Project/Area Number 20K12567
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 90020:Library and information science, humanistic and social informatics-related
Research InstitutionRitsumeikan University

Principal Investigator

Maeda Akira  立命館大学, 情報理工学部, 教授 (20351322)

Co-Investigator(Kenkyū-buntansha) バトジャルガル ビルゲサイハン  立命館大学, 総合科学技術研究機構, 助教 (30725396)
SONG Yuting  立命館大学, 情報理工学部, 助教 (50849388)
Project Period (FY) 2020-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2022: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2021: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2020: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords多言語処理 / レコード同定 / 情報検索 / 情報推薦 / 文字認識 / メタデータ / 固有表現抽出
Outline of Research at the Start

本研究では,近年急速にディジタル化が進んでいる日本文化に関わる各種資料のディジタルアーカイブの連携利用を目的として,これらのディジタルアーカイブ(以下DA)への統合的な多言語情報アクセス環境の実現を目指す.具体的には,日本文化DAに対するバイリンガル検索技術,日本文化DAの言語横断レコード同定技術,日本文化DAに対する情報推薦技術,蔵書印および落款印に基づく近世・近代文化人ネットワークの分析の各技術について研究を進める.最終的にはこれらの技術を一つのシステムに統合し,国内外の日本文化研究者が利用可能な日本文化DAの総合的な多言語情報アクセスシステムを構築し,インターネット上に公開する.

Outline of Final Research Achievements

This research is aimed at realizing an integrated multilingual information access environment for Japanese cultural digital archives that are hosted not only in Japan but also around the world. The research is based on the cross-language record linkage technology for Japanese cultural databases that has been developed by the principal investigator and collaborators, and it integrates the bilingual information retrieval technology for databases written in Japanese, the graph-based information recommendation technology for digital archives, and the character and image recognition of ownership and rakkan seals. As the result of the research, international journal papers have been published for each technology, and some of the technologies have been integrated into publicly open and working Japanese cultural digital archives, thus achieving our initial goal.

Academic Significance and Societal Importance of the Research Achievements

本研究の成果により,世界中に散在する人文系ディジタルアーカイブへの統合アクセスが可能となる.また,日本文化ディジタルアーカイブに対する海外の日本研究者からの容易な情報アクセスを支援する環境が実現する.これらより,これまでの人文系研究のように特定の分野や言語に閉じることなく,これらの壁を越えた,従来の人文学研究の方法論にとらわれない新たな研究手法への発展が期待でき,人文系研究の進展に貢献できると考えている.

Report

(4 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (24 results)

All 2023 2022 2021 2020

All Journal Article (5 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 5 results,  Open Access: 4 results) Presentation (19 results) (of which Int'l Joint Research: 5 results)

  • [Journal Article] Modified Conditional Restricted Boltzmann Machines for Query Recommendation in Digital Archives2023

    • Author(s)
      Wang Jiayun、Batjargal Biligsaikhan、Maeda Akira、Kawagoe Kyoji、Akama Ryo
    • Journal Title

      Applied Sciences

      Volume: 13 Issue: 4 Pages: 2435-2435

    • DOI

      10.3390/app13042435

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Intuitively Searching for the Rare Colors from Digital Artwork Collections by Text Description: A Case Demonstration of Japanese Ukiyo-e Print Retrieval2022

    • Author(s)
      Li Kangying、Wang Jiayun、Batjargal Biligsaikhan、Maeda Akira
    • Journal Title

      Future Internet

      Volume: 14 Issue: 7 Pages: 212-232

    • DOI

      10.3390/fi14070212

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Prototypical Network-Based Approach for Low-Resource Font Typeface Feature Extraction and Utilization2021

    • Author(s)
      Li Kangying、Batjargal Biligsaikhan、Maeda Akira
    • Journal Title

      Data

      Volume: 6 Issue: 12 Pages: 134-134

    • DOI

      10.3390/data6120134

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Character Segmentation in Asian Collector's Seal Imprints: An Attempt to Retrieval Based on Ancient Character Typeface2021

    • Author(s)
      Kangying Li, Biligsaikhan Batjargal, and Akira Maeda
    • Journal Title

      Journal of Data Mining and Digital Humanities

      Volume: HistoInformatics Pages: 1-19

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Learning Japanese-English Bilingual Word Embeddings by Using Language Specificity2021

    • Author(s)
      Yuting Song, Biligsaikhan Batjargal, and Akira Maeda
    • Journal Title

      International Journal of Asian Language Processing

      Volume: 30 Issue: 03 Pages: 1-18

    • DOI

      10.1142/s2717554520500149

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] 固有表現抽出手法を用いた古典文書からの歌舞伎役者情報の自動抽出2023

    • Author(s)
      三木 恵大, 前田 亮, 赤間 亮
    • Organizer
      第12回知識・芸術・文化情報学研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 事例ベース固有表現抽出を用いた古文からの歴史人物情報の抽出および活用2023

    • Author(s)
      苑 広媛, 李 康穎, 後藤 真, 木村 文則, 前田 亮
    • Organizer
      第15回データ工学と情報マネジメントに関するフォーラム(DEIM2023)
    • Related Report
      2022 Annual Research Report
  • [Presentation] Text Classification of Modern Mongolian Legal Documents2022

    • Author(s)
      Garmaabazar Khaltarkhuu, Biligsaikhan Batjargal, and Akira Maeda
    • Organizer
      Sixteenth International Workshop on Juris-informatics (JURISIN 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Text Classification of Modern Mongolian Documents Using BERT Models2022

    • Author(s)
      Garmaabazar Khaltarkhuu, Biligsaikhan Batjargal, and Akira Maeda
    • Organizer
      26th International Conference on Asian Language Processing (IALP 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 『日本人名辞典』からの歴史人物情報の抽出: Few-shot学習による古文の固有表現抽出の試み2022

    • Author(s)
      苑 広媛, 李 康穎, 後藤 真, 木村 文則, 前田 亮
    • Organizer
      人文科学とコンピュータシンポジウム
    • Related Report
      2022 Annual Research Report
  • [Presentation] Sentence Pair Augmentation Approach for Grammatical Error Correction2022

    • Author(s)
      Ryoga Nagai and Akira Maeda
    • Organizer
      1st International Conference on Computational Intelligence for Engineering and Management Applications (CIEMA 2022)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Dataset Augmentation for Grammatical Error Correction Using Markov Chain2021

    • Author(s)
      Ryoga Nagai and Akira Maeda
    • Organizer
      World Congress on Engineering (WCE2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Joint Extraction of Clinical Entities and Relations Using Multi-head Selection Method2021

    • Author(s)
      Xintao Fang, Yuting Song, and Akira Maeda
    • Organizer
      2021 International Conference on Asian Language Processing (IALP 2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] 経営哲学に関するテキストにおける検索結果の多様性を考慮した検索システム2021

    • Author(s)
      東雲 陽美, 青山 敦, 前田 亮
    • Organizer
      人文科学とコンピュータシンポジウム
    • Related Report
      2021 Research-status Report
  • [Presentation] 役者評判記を用いた役者情報の抽出2021

    • Author(s)
      川端 恵大, 前田 亮, 赤間 亮
    • Organizer
      人文科学とコンピュータシンポジウム
    • Related Report
      2021 Research-status Report
  • [Presentation] 浮世絵レコードのクロスモーダル多言語横断検索に向けて:Multilingual-BERTによる作品情報の特徴埋め込み抽出の試み2021

    • Author(s)
      Li Kangying, Batjargal Biligsaikhan, 前田 亮, 赤間 亮
    • Organizer
      第10回知識・芸術・文化情報学研究会
    • Related Report
      2020 Research-status Report
  • [Presentation] 深層学習モデルに基づく浮世絵画像検索システムの開発2021

    • Author(s)
      王 嘉韻, Batjargal Biligsaikhan, 前田 亮, 川越 恭二, 赤間 亮
    • Organizer
      第10回知識・芸術・文化情報学研究会
    • Related Report
      2020 Research-status Report
  • [Presentation] マルコフ連鎖モデルを用いた文章校正のためのデータ拡張2021

    • Author(s)
      永井 涼雅, 前田 亮
    • Organizer
      第13回データ工学と情報マネジメントに関するフォーラム(DEIM2021)
    • Related Report
      2020 Research-status Report
  • [Presentation] Joint Entity and Relation Extraction from Clinical Records Using Pre-trained Language Model2021

    • Author(s)
      FANG Xintao, SONG Yuting, 前田 亮
    • Organizer
      第13回データ工学と情報マネジメントに関するフォーラム(DEIM2021)
    • Related Report
      2020 Research-status Report
  • [Presentation] Making Ukiyo-e Easier to Discover: A Recommender System for Digital Archives2020

    • Author(s)
      Jiayun Wang, Biligsaikhan Batjargal, Akira Maeda, Kyoji Kawagoe, and Ryo Akama
    • Organizer
      Digital Humanities 2020
    • Related Report
      2020 Research-status Report
  • [Presentation] Finding Identical Ukiyo-e Prints across Databases in Japanese, English and Dutch2020

    • Author(s)
      Yuting Song, Biligsaikhan Batjargal, and Akira Maeda
    • Organizer
      Digital Humanities 2020
    • Related Report
      2020 Research-status Report
  • [Presentation] Toward Exploring Artist Information from Seal Images in Ukiyo-e Collections2020

    • Author(s)
      Kangying Li, Biligsaikhan Batjargal, Akira Maeda, and Ryo Akama
    • Organizer
      Digital Humanities 2020
    • Related Report
      2020 Research-status Report
  • [Presentation] A Preliminary Attempt to Evaluate Machine Translations of Ukiyo-e Metadata Records2020

    • Author(s)
      Yuting Song, Biligsaikhan Batjargal, and Akira Maeda
    • Organizer
      The 22nd International Conference on Asia-Pacific Digital Libraries (ICADL 2020)
    • Related Report
      2020 Research-status Report
  • [Presentation] Artwork Information Embedding Framework for Multi-source Ukiyo-e Record Retrieval2020

    • Author(s)
      Kangying Li, Biligsaikhan Batjargal, Akira Maeda, and Ryo Akama
    • Organizer
      The 22nd International Conference on Asia-Pacific Digital Libraries (ICADL 2020)
    • Related Report
      2020 Research-status Report

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Published: 2020-04-28   Modified: 2024-01-30  

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