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Development of evidence-based quantitative area studies

Research Project

Project/Area Number 21H04376
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Review Section Medium-sized Section 4:Geography, cultural anthropology, folklore, and related fields
Research InstitutionKyoto University

Principal Investigator

原 正一郎  京都大学, 東南アジア地域研究研究所, 名誉教授 (50218616)

Co-Investigator(Kenkyū-buntansha) 森 信介  京都大学, 学術情報メディアセンター, 教授 (90456773)
浅見 泰司  東京大学, 大学院工学系研究科(工学部), 教授 (10192949)
関野 樹  国際日本文化研究センター, 総合情報発信室, 教授 (70353448)
山田 太造  東京大学, 史料編纂所, 准教授 (70413937)
三重野 文晴  京都大学, 東南アジア地域研究研究所, 教授 (40272786)
村上 勇介  京都大学, 東南アジア地域研究研究所, 教授 (70290921)
石川 正敏  東京成徳大学, 経営学部, 准教授 (90332973)
馬塲 弘樹  中央大学, 理工学部, 准教授 (60869121)
Project Period (FY) 2021-04-05 – 2026-03-31
Project Status Granted (Fiscal Year 2024)
Budget Amount *help
¥41,470,000 (Direct Cost: ¥31,900,000、Indirect Cost: ¥9,570,000)
Fiscal Year 2025: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
Fiscal Year 2024: ¥8,190,000 (Direct Cost: ¥6,300,000、Indirect Cost: ¥1,890,000)
Fiscal Year 2023: ¥8,060,000 (Direct Cost: ¥6,200,000、Indirect Cost: ¥1,860,000)
Fiscal Year 2022: ¥9,100,000 (Direct Cost: ¥7,000,000、Indirect Cost: ¥2,100,000)
Fiscal Year 2021: ¥10,140,000 (Direct Cost: ¥7,800,000、Indirect Cost: ¥2,340,000)
Keywords地域研究 / 計量的分析 / 時空間情報処理 / 機械学習 / ビッグデータ
Outline of Research at the Start

細分化されかつ定性的な地域研究の手法を補完する計量的研究手法を開発するため、地域社会が変容するTipping Pointに注目し、その検出・機序・過程をビッグデータにより計量的に分析できるか、という問いを立てる。そのために、日本における災害とラテンアメリカにおける体制崩壊を事例として取り上げ、以下の3つの研究項目に沿って計量学的手法の確立を目指す:
① イベントセットの構築:多様な地域研究データを統合・構造化する手法の確立
② イベントセットの分析:Tipping Pointの検出と要因を推定する手法の確立
③ 数理モデルの構築:Tipping Pointの機序を説明する数理モデルの構築

Outline of Annual Research Achievements

ビッグデータを駆使することで、地域社会が変容する瞬間を捉え、その機序や過程までを分析できるであろうか。この問いに挑みながら、本研究では、定性的手法が主流である地域研究において、情報学の計量性を活かした研究手法の構築を目的とする。2023年度は、前年度までの研究成果を受けて、イベントセットのデータ構造と分析ツールの構築を中心に以下の研究を実施した:
・研究項目①(イベントセットの構築):日本語・英語・スペイン語Webニューステキストを対象としたイベントセットのデータ構造に関する評価を行い、データ構造およびアルゴリズムの修正を行った。これに基づき、前年度において実施が遅れていた基本アルゴリズムの設計を行い、これに基づいてツール化を開始した。文献等による関連する研究動向調査を継続した。
・研究項目②(イベントセットの分析):日本語・英語・スペイン語Webニュースのテキストデータを対象として、Latent Dirichlet Allocation(トピックモデル)を用いたイベントセットの分類と内容分析を継続した。アルゴリズムの拡張、および文献等による動向調査を継続した。
・研究項目③(数理モデルの構築):地域社会が変容する瞬間を捉える試みとして、イベントの連鎖を時系列データと見なした異常値検出等の基本アルゴリズムの検討を継続した。前年度において実施が遅れていたツール化を進めた。分析における計算処理の高速化を図るためにスーパーコンピュータ(mdx)の利用を試みた。
・その他:地域研究者による研究設計の支援、知識提供、および評価のフレームワークの構築を継続した。昨年度において実施が遅れていた、本研究で生成される研究データを管理する情報ツールの設計を行い、これに基づいたシステムの構築を開始した。同時に、同じ機能をGAKUNIN-RDMへ実装し、研究データのオープン化に関する可能性を検討した。

Current Status of Research Progress
Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

昨年度までの研究の遅れをほぼ取り戻した。

Strategy for Future Research Activity

当初の計画にしたがって推進する。

Report

(4 results)
  • 2023 Annual Research Report
  • 2022 Annual Research Report
  • 2021 Comments on the Screening Results   Annual Research Report
  • Research Products

    (51 results)

All 2024 2023 2022 2021

All Journal Article (30 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 27 results,  Open Access: 19 results) Presentation (19 results) (of which Int'l Joint Research: 14 results,  Invited: 2 results) Book (2 results)

  • [Journal Article] 研究者のためのRDMアーキテクチャ開発方法論に関する考察2024

    • Author(s)
      梶田 将司 , 天野 絵里子 , 原 正一郎 , 家森 俊彦
    • Journal Title

      研究報告教育学習支援情報システム(CLE)

      Volume: 2024-CLE-42 Pages: 1-8

    • Related Report
      2023 Annual Research Report
  • [Journal Article] Macroeconomic Imbalance, External Debt, and the Financial System in Laos2024

    • Author(s)
      Mieno Fumiharu、Demachi Kazue
    • Journal Title

      Asian Economic Policy Review

      Volume: 19(2) Issue: 2 Pages: 1-22

    • DOI

      10.1111/aepr.12469

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Finding Tipping Points in Web Text Data2023

    • Author(s)
      Hara Shoichiro、Ann Frey Urszula、Mori Shinsuke、Matsuda Masami
    • Journal Title

      2023 Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC)

      Volume: - Pages: 30-37

    • DOI

      10.23919/pnc58718.2023.10314969

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] テキスト中の場所表現認識と係り受けに基づく緯度経度推定ツールの開発2023

    • Author(s)
      大野 けやき, 西村 太一, 亀甲 博貴, 森 信介
    • Journal Title

      言語処理学会第29回年次大会発表論文集

      Volume: - Pages: 2666-2671

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Stochastic gradient geographical weighted regression (sgGWR): scalable bandwidth optimization for geographically weighted regression2023

    • Author(s)
      Nishi Hayato、Asami Yasushi
    • Journal Title

      International Journal of Geographical Information Science

      Volume: 38 Issue: 2 Pages: 354-380

    • DOI

      10.1080/13658816.2023.2285471

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Measurement of spatial inequality using micro-spatial data in Thailand2023

    • Author(s)
      Baba Hiroki
    • Journal Title

      Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geocomputational Analysis of Socio-Economic Data

      Volume: 1 Pages: 1-4

    • DOI

      10.1145/3615892.3628476

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Construction of a calendar conversion system with a function to interpret Chinese calendar date expressions2023

    • Author(s)
      Sekino Tatsuki
    • Journal Title

      Proceedings of the 2023 Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC)

      Volume: - Pages: 59-66

    • DOI

      10.23919/pnc58718.2023.10314976

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] タイム・リゾルバ ― 時間名リソースからの時間範囲取得2023

    • Author(s)
      関野 樹
    • Journal Title

      じんもんこん 2023 論文集

      Volume: 2023 Pages: 59-66

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Developing a New Research Data Infrastructure for Japanese Historical Materials2023

    • Author(s)
      Ayako Shibutani, Satoru Nakamura, Kanako Hirasawa, Honami Inukai, Toshiyuki Yamada, Airu Adachi, Ikki Ohmukai, Taizo Yamada
    • Journal Title

      Proc of DH2023

      Volume: - Pages: 507-508

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Corporate governance characteristics of Japanese manufacturing companies and ISO 14001 adoption by their subsidiaries in Thailand2023

    • Author(s)
      Reo Hirata, Dimiter S. Ialnazov, Fumiharu Mieno
    • Journal Title

      Current Research in Environmental Sustainability

      Volume: (6)100236 Pages: 1-10

    • DOI

      10.1016/j.crsust.2023.100236

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Trial for Collecting, Sharing and Preserving Digital Research Assets in Asia2022

    • Author(s)
      Akihiro Kameda,Kosei Mino,Shoichiro Hara,Shigeo Sugimoto
    • Journal Title

      IEEE Xplore

      Volume: - Pages: 1-8

    • DOI

      10.23919/pnc56605.2022.9982779

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Multimedia Retrieval of Historical Materials2022

    • Author(s)
      Jieyong Zhu, Taichi Nishimura, Makoto Goto, Shinsuke Mori
    • Journal Title

      DIGITAL HUMANITIES, 2022.

      Volume: -

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Scalable spatiotemporal regression model based on Moran’s eigenvectors2022

    • Author(s)
      Nishi, H., Asami, Y., Baba, H., Shimizu, C.
    • Journal Title

      International Journal of Geographical Information Science

      Volume: forthcoming Issue: 1 Pages: 162-188

    • DOI

      10.1080/13658816.2022.2100891

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Description and Temporal Positioning of Historical Events and Periods by Using Links Between Temporal Resources2022

    • Author(s)
      Tatsuki Sekino
    • Journal Title

      Proceedings of the 2022 Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC)

      Volume: - Pages: 1-6

    • DOI

      10.23919/pnc56605.2022.9982788

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Event Time Extraction from Japanese News Archives2022

    • Author(s)
      Siqi Peng, Akihiro Yamamoto, Shinsuke Mori, Tatsuki Sekino
    • Journal Title

      Proceedings of 2022 IEEE International Conference on Big Data (Big Data)

      Volume: - Pages: 2556-2564

    • DOI

      10.1109/bigdata55660.2022.10020243

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 日本史史料データプラットフォーム構築に向けた取り組みと課題2022

    • Author(s)
      山田太造, 中村覚, 劉冠偉, 井上聡
    • Journal Title

      じんもんこん2022論文集

      Volume: 2022 Pages: 249-256

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Accuracy of vacant housing detection models: an empirical evaluation using municipal and national census datasets2022

    • Author(s)
      Sayuda, K., Hong, E., Akiyama, Y., Baba, H., Tokudomi, T., Akatani, T.
    • Journal Title

      Transactions in GIS

      Volume: forthcoming Issue: 7 Pages: 3003-3027

    • DOI

      10.1111/tgis.12992

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 日本中世古記録を対象としたトピック抽出自動化システムの構築2022

    • Author(s)
      鳥居 克哉, 中村 覚, 山田 太造, 稗方 和夫
    • Journal Title

      研究報告人文科学とコンピュータ(CH)

      Volume: 2022-CH-128 Pages: 1-4

    • Related Report
      2021 Annual Research Report
  • [Journal Article] Validation of a Japanese walkability index using large-scale step count data of Yokohama citizens2022

    • Author(s)
      Hino Kimihiro、Baba Hiroki、Kim Hongjik、Shimizu Chihiro
    • Journal Title

      Cities

      Volume: 123 Pages: 103614-103614

    • DOI

      10.1016/j.cities.2022.103614

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Southeast Asian Studies in Asia: Recent Trend2021

    • Author(s)
      MIENO Fumiharu, BI Shihong, TREERAT Nualnoi, KWARTANADA Didi, FEENER R. Michael
    • Journal Title

      Asian Studies

      Volume: 67 Issue: 1 Pages: 18-34

    • DOI

      10.11479/asianstudies.67.1_18

    • NAID

      130007988765

    • ISSN
      0044-9237, 2188-2444
    • Year and Date
      2021-01-31
    • Related Report
      2021 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Development of Methods to Extract Place Names and Estimate Their Places from Web Newspaper Articles2021

    • Author(s)
      Hara Shoichiro、Kubo Akira、Matsuzaki Masato、Kameko Hirotaka、Mori Shinsuke
    • Journal Title

      2021 Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC); IEEE Xplore: 14 January 2022

      Volume: - Pages: 1-6

    • DOI

      10.23919/pnc53575.2021.9672311

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Text Mining Assessment of Sustainability Learning Topics at Higher Education in Japan2021

    • Author(s)
      Urushima Andrea Y.F.、Tokuchi Naoko、Hara Shoichiro
    • Journal Title

      2021 9th International Conference on Information and Education Technology; IEEE Xplore: 12 May 2021

      Volume: - Pages: 91-97

    • DOI

      10.1109/iciet51873.2021.9419584

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Comments on Teleworker Performance in the COVID-19 Era in Japan2021

    • Author(s)
      Fumiharu Mieno
    • Journal Title

      Asian Economic Papers

      Volume: 20 Issue: 2 Pages: 168-169

    • DOI

      10.1162/asep_a_00830

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Tension creciente y Japon: Asia del Este en la decada de 20102021

    • Author(s)
      Murakami Yusuke
    • Journal Title

      Agenda Internacional

      Volume: 28 Issue: 39 Pages: 9-35

    • DOI

      10.18800/agenda.202101.001

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Change in walking steps and association with built environments during the COVID-19 state of emergency: A longitudinal comparison with the first half of 2019 in Yokohama, Japan2021

    • Author(s)
      Hino Kimihiro、Asami Yasushi
    • Journal Title

      Health & Place

      Volume: 69 Pages: 102544-102544

    • DOI

      10.1016/j.healthplace.2021.102544

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Cost-efficient factors in local public spending: Detecting relationships between local environments, population size and urban area category2021

    • Author(s)
      Baba Hiroki、Asami Yasushi
    • Journal Title

      Environment and Planning B: Urban Analytics and City Science

      Volume: 154 Issue: 1 Pages: 883-883

    • DOI

      10.1177/23998083211003883

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Refinement of uncertain temporal data based on relations between time intervals2021

    • Author(s)
      Sekino Tatsuki
    • Journal Title

      2021 Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC); IEEE Xplore: 14 January 2022

      Volume: - Pages: 1-7

    • DOI

      10.23919/pnc53575.2021.9672281

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Inference of Absolute Time Value from Temporal Expressions2021

    • Author(s)
      Sung Junehwan、Mori Shinsuke、Kameko Hirotaka、Kubo Akira、Sekino Tatsuki
    • Journal Title

      In proc. of the 6th Computational Archival Science Workshop (IEEE BigData)

      Volume: - Pages: 2273-2280

    • DOI

      10.1109/bigdata52589.2021.9671863

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Personal Name Authority Data Repository for Advancement Data-driven Research in Japanese History2021

    • Author(s)
      Yamada Taizo、Inoue Satoshi
    • Journal Title

      2021 Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC); IEEE Xplore: 14 January 2022

      Volume: - Pages: 1-5

    • DOI

      10.23919/pnc53575.2021.9672287

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 機械学習による空き家分布把握手法の更なる高度化2021

    • Author(s)
      秋山祐樹, 馬塲弘樹, 大野佳哉, 髙岡英生
    • Journal Title

      日本建築学会計画系論文集

      Volume: 86 Pages: 2136-2146

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Presentation] Finding Tipping Points in Web Text Data2023

    • Author(s)
      Shoichiro Hara
    • Organizer
      2023 Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Scientific Data Activities in Southeast Asian Studies2023

    • Author(s)
      Shoichiro Hara
    • Organizer
      [DSWS-2023] International Symposium on Data Science 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 人文学DXを指向する情報基盤の構築2023

    • Author(s)
      原 正一郎
    • Organizer
      研究データエコシステム構築事業シンポジウム
    • Related Report
      2023 Annual Research Report
  • [Presentation] Creating indecators for accessibility inequality from micro-spatial data: A case study of Thailand2023

    • Author(s)
      Hiroki Baba
    • Organizer
      IGARSS 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Measurement of spatial inequality using micro-spatial data in Thailand2023

    • Author(s)
      Hiroki Baba
    • Organizer
      1st ACM SIGSPATIAL International Workshop on Geocomputational Analysis of Socio-Economic Data
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Construction of a Calendar Conversion System with a Function to Interpret Chinese Calendar Date Expressions2023

    • Author(s)
      Tatsuki Sekino
    • Organizer
      2023 Pacific Neighborhood Consortium Annual Conference and Joint Meetings2023 Pacific Neighborhood Consortium Annual Conference and Joint Meetings
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 異分野共創による史料学DXの確立2023

    • Author(s)
      山田太造
    • Organizer
      研究データエコシステム構築事業シンポジウム2023
    • Related Report
      2023 Annual Research Report
  • [Presentation] Beyond the Dismantling World Order: An Asian-Pacific Paradigm?2023

    • Author(s)
      Murakami, Yusuke
    • Organizer
      International Studies Association-ISA
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Historical Landscape In the Context of Ancient Shrines (In the Panel "Cultural Landscapes in Emerging Digital Scholarship: The Search of Conceptual and Computational Frameworks”)2022

    • Author(s)
      Shoichiro Hara
    • Organizer
      2022 Digital Humanities conference
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Trial for Collecting, Sharing and Preserving Digital Research Assets in Asia2022

    • Author(s)
      Akihiro Kameda,Kosei Mino,Shoichiro Hara,Shigeo Sugimoto
    • Organizer
      Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Ownership and Capital Structure of Major Firms in Laos2022

    • Author(s)
      Fumiharu Mieno, Somvixay Chanthavong
    • Organizer
      The 16th International Convention of East Asian Economic Association
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 再びの左傾化─2020年代のラテンアメリカ政治2022

    • Author(s)
      村上勇介
    • Organizer
      ラテンアメリカ政経学会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 自治体保有データ用いた機械学習による空き家の分布推定手法の開発2022

    • Author(s)
      冨田健人、秋山祐樹、馬塲弘樹、谷内田修
    • Organizer
      第65回土木計画学研究発表会・春大会
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Trial for Collecting and Sharing Metadata of Research Data in Asia2021

    • Author(s)
      Shoichiro Hara
    • Organizer
      2021 Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] La (no) formacion de una identidad peruana: su dinamica politica, situacion actual, y la influencia de Asia, particularmente del Japon2021

    • Author(s)
      Murakami, Yusuke
    • Organizer
      Confederacion Academica Nipona, Espanola y Latinoamericana [CANELA]
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Refinement of uncertain temporal data based on relations between time intervals2021

    • Author(s)
      Tatsuki Sekino
    • Organizer
      2021 Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Broadening Word Learning Scopes in Informal Learning using Ubiquitous Learning Tool2021

    • Author(s)
      Mohammad Nehal Hasnine, Masatoshi Ishikawa and Hiroshi Ueda
    • Organizer
      7th International Symposium on Educational Technology (ISET2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Scalable Spatio-Temporal Regression Model using Moran’s Eigenvector and Its Application to the Housing Market2021

    • Author(s)
      Nishi, H., Asami, Y., Shimizu, C., Baba, H.
    • Organizer
      XV World Conference of Spatial Econometrics Association
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] バンコクにおける都市施設へのアクセシビリティとその格差2021

    • Author(s)
      馬塲弘樹
    • Organizer
      CSIS DAYS 2021
    • Related Report
      2021 Annual Research Report
  • [Book] Studies in Housing and Urban Analysis in Japan2024

    • Author(s)
      Yasushi Asami, Yukio Sadahiro, Ikuho Yamada, Kimihiro Hin
    • Total Pages
      299
    • Publisher
      Springer Nature
    • ISBN
      9789819980260
    • Related Report
      2023 Annual Research Report
  • [Book] 現代ペルーの政治危機: 揺れる民主主義と構造問題2024

    • Author(s)
      村上勇介
    • Total Pages
      228
    • Publisher
      国際書院
    • ISBN
      9784877913267
    • Related Report
      2023 Annual Research Report

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Published: 2021-04-28   Modified: 2025-04-17  

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