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Central Bank Communication Design

Research Project

Project/Area Number 18H05217
Research Category

Grant-in-Aid for Scientific Research (S)

Allocation TypeSingle-year Grants
Review Section Broad Section A
Research InstitutionThe University of Tokyo

Principal Investigator

WATANABE Tsutomu  東京大学, 大学院経済学研究科(経済学部), 教授 (90313444)

Co-Investigator(Kenkyū-buntansha) 青木 浩介  東京大学, 大学院経済学研究科(経済学部), 教授 (30263362)
梶井 厚志  関西学院大学, 経済学部, 教授 (80282325)
宇井 貴志  神奈川大学, 経済学部, 教授 (60312815)
上田 晃三  早稲田大学, 政治経済学術院, 教授 (30708558)
水野 貴之  国立情報学研究所, 情報社会相関研究系, 准教授 (50467057)
Project Period (FY) 2018-06-11 – 2023-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥187,850,000 (Direct Cost: ¥144,500,000、Indirect Cost: ¥43,350,000)
Fiscal Year 2022: ¥39,650,000 (Direct Cost: ¥30,500,000、Indirect Cost: ¥9,150,000)
Fiscal Year 2021: ¥35,360,000 (Direct Cost: ¥27,200,000、Indirect Cost: ¥8,160,000)
Fiscal Year 2020: ¥37,830,000 (Direct Cost: ¥29,100,000、Indirect Cost: ¥8,730,000)
Fiscal Year 2019: ¥32,110,000 (Direct Cost: ¥24,700,000、Indirect Cost: ¥7,410,000)
Fiscal Year 2018: ¥42,900,000 (Direct Cost: ¥33,000,000、Indirect Cost: ¥9,900,000)
Keywordsマクロ経済学 / 金融政策 / 中央銀行 / ゲーム理論 / 関心と信認 / 透明性 / 信認 / 関心 / コミュニケーション
Outline of Final Research Achievements

Since the start of FY 2018, this project has generated a total of 140 papers and publications, with the majority of them being initiated after the project commenced. Of these, 87 have been accepted for publication in peer-reviewed journals. The remaining papers are either in the process of being submitted to peer-reviewed journals or are undergoing revisions after submission. Furthermore, the research findings have been presented at internal and external conferences, resulting in 205 reports. The project has prioritized sharing research results with external audiences, with the goal of applying the theoretical and empirical findings to actual policy decision-making. External communications have included 230 informative engagements through newspapers, magazines, and television.

Academic Significance and Societal Importance of the Research Achievements

本研究の成果は内外で高い評価を得ている。特に日本のインフレ期待の形成と需要曲線の屈折に関する研究成果は、物価停滞の経済においてインフレ期待がどのように形成されるか、企業の価格据え置き慣行がどのように生まれるかを世界で初めて明らかにした論文として、内外の注目を集めた。本研究の成果は日本銀行の研究会や経済財政諮問会議等の場で報告され、日本経済の現状を説明する仮説として多くの参加者から支持を得た。国際機関の報告書や主要な海外メディアでも数多く紹介された。また、本研究では、中央銀行の情報発信が人々の予想や経済の均衡に及ぼす影響に関して理論的な分析を行い、最適な情報発信に関する独創的な研究成果をあげた。

Assessment Rating
Ex-post Assessment Comments (Rating)

A: In light of the aim of introducing the research area into the research categories, expected outcomes of research have been produced.

Assessment Rating
Interim Assessment Comments (Rating)

A: In light of the aim of introducing the research area into the research categories, the expected progress has been made in research.

Report

(11 results)
  • 2024 Ex-post Assessment (Comments) ( PDF )
  • 2023 Final Research Report ( PDF )
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • 2020 Abstract (Interim Assessment) ( PDF )   Annual Research Report   Interim Assessment (Comments) ( PDF )
  • 2019 Annual Research Report
  • 2018 Abstract ( PDF )   Comments on the Screening Results ( PDF )   Annual Research Report
  • Research Products

    (302 results)

All 2024 2023 2022 2021 2020 2019 2018 Other

All Int'l Joint Research (11 results) Journal Article (122 results) (of which Int'l Joint Research: 20 results,  Peer Reviewed: 72 results,  Open Access: 87 results) Presentation (155 results) (of which Int'l Joint Research: 101 results,  Invited: 30 results) Book (12 results) Remarks (2 results)

  • [Int'l Joint Research] Imperial Colledge Business School(英国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] European Central Bank(ドイツ)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] 人民大学(中国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] Dartmouth College(米国)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] Imperial College Business School(英国)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] European Central Bank(ドイツ)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] スイス・チューリッヒ大学(スイス)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] Dartmouth College(米国)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] European Central Bank(ドイツ)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] Dartmouth College(米国)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] European Central Bank(ドイツ)

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Estimating a Behavioral New Keynesian Model with the Zero Lower Bound2024

    • Author(s)
      Hirose, Yasuo, Hirokuni Iiboshi, Mototsugu Shintani, Kozo Ueda
    • Journal Title

      Journal of Money, Credit and Banking

      Volume: -

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Household Inventory, Temporary Sales, and Price Indices2024

    • Author(s)
      Tsutomu Watanabe, Kozo Ueda, Kota Watanabe
    • Journal Title

      International Economic Review

      Volume: 65 Issue: 1 Pages: 217-251

    • DOI

      10.1111/iere.12655

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Inflation, Money Demand, and Portfolio Choice2024

    • Author(s)
      Kosuke Aoki, Alexander Michaelides, Kalin Nikolov, Yuxin Zhang
    • Journal Title

      Netspar Discussion Paper

      Volume: 2

    • Related Report
      2022 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Rich by Accident: the Second Welfare Theorem with a Redundant Asset Under Imperfect Foresight2024

    • Author(s)
      Shurojit Chatterji, Atsushi Kajii
    • Journal Title

      Working Papers on Central Bank Communication

      Volume: 48

    • Related Report
      2022 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Effects of bank branch/ATM consolidations on cash demand: Evidence from bank account transaction data in Japan2024

    • Author(s)
      Ueda Kozo
    • Journal Title

      Journal of the Japanese and International Economies

      Volume: 71 Pages: 101305-101305

    • DOI

      10.1016/j.jjie.2024.101305

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 経済や社会で活用可能なシンセティックビッグデータ2024

    • Author(s)
      水野貴之
    • Journal Title

      統計

      Volume: 2024/3 Pages: 4-11

    • Related Report
      2022 Annual Research Report
  • [Journal Article] A dynamic analysis of the bank of Japan’s ETF/REIT purchase program2024

    • Author(s)
      Daiya Mita, Kiyohiko G. Nishimura, Taiga Saito, Akihiko Takahashi
    • Journal Title

      Expert Systems with Applications

      Volume: 235 Pages: 121091-121091

    • DOI

      10.1016/j.eswa.2023.121091

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Context-Aware Stock Recommendations with Stocks' Characteristics and Investors' Traits2023

    • Author(s)
      Takehiro Takayanagi, Kiyoshi Izumi
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E106.D Issue: 10 Pages: 1732-1741

    • DOI

      10.1587/transinf.2023EDP7017

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2023-10-01
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] On the Source of Seasonality in Price Changes: The Role of Seasonality in Menu Costs2023

    • Author(s)
      Tsutomu Watanabe, Ko Munakata, Takeshi Shinohara, Shigenori Shiratsuka, Nao Sudo
    • Journal Title

      IMES Discussion Paper Series

      Volume: 2023-E-7

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] The demand for money at the zero interest rate bound2023

    • Author(s)
      Tsutomu Watanabe, Tomoyoshi Yabu
    • Journal Title

      Journal of Applied Econometrics

      Volume: 38 Issue: 6 Pages: 968-976

    • DOI

      10.1002/jae.2983

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Price Markups and Wage Setting Behavior of Japanese Firms2023

    • Author(s)
      Kosuke Aoki, Yoshihiko Hogen, Kosuke Takatomi
    • Journal Title

      Bank of Japan Working Paper Series

      Volume: 23-E-5

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] The Bank of Japan’s balance sheet2023

    • Author(s)
      Kosuke Aoki
    • Journal Title

      Research Handbook in Financial Markets

      Volume: 3 Pages: 56-78

    • DOI

      10.4337/9781800375321.00009

    • ISBN
      9781800375321, 9781800375314
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Decentralizability of efficient allocations with heterogeneous forecasts2023

    • Author(s)
      Kajii Atsushi, Shurojit Chatterji
    • Journal Title

      Journal of Economic Theory

      Volume: 207 Pages: 105592-105592

    • DOI

      10.1016/j.jet.2022.105592

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] On the Welfare Role of Redundant Assets with Heterogeneous Forecasts2023

    • Author(s)
      Kajii Atsushi, Shurojit Chatterji
    • Journal Title

      Working Papers on Central Bank Communication

      Volume: 046

    • Related Report
      2022 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] 予想に働きかける政策をゲーム理論で考える2023

    • Author(s)
      宇井貴志
    • Journal Title

      経済研究

      Volume: 74

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] LQG Information Design2023

    • Author(s)
      Masaki Miyashita, Takashi Ui
    • Journal Title

      Working Papers on Central Bank Communication

      Volume: 018

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Strategic Ambiguity in Global Games2023

    • Author(s)
      Takashi Ui
    • Journal Title

      Working Papers on Central Bank Communication

      Volume: 32

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Identifying the Source of Information Rigidities in the Expectations Formation Process2023

    • Author(s)
      Shintani Mototsugu、Ueda Kozo
    • Journal Title

      Journal of Economic Dynamics and Control

      Volume: -- Pages: 104653-104653

    • DOI

      10.1016/j.jedc.2023.104653

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Duopolistic competition and monetary policy2023

    • Author(s)
      Ueda Kozo
    • Journal Title

      Journal of Monetary Economics

      Volume: 135 Pages: 70-85

    • DOI

      10.1016/j.jmoneco.2023.01.003

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Oligopolistic Competition, Price Rigidity, and Monetary Policy2023

    • Author(s)
      Kozo Ueda, Kota Watanabe
    • Journal Title

      Working Papers on Central Bank Communication

      Volume: 047

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Evidence on Price Stickiness in Japan2023

    • Author(s)
      Kozo Ueda
    • Journal Title

      CARF Working Paper Series

      Volume: CARF-F-570

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Marginal Propensity to Consume to Two-Time Income Shocks2023

    • Author(s)
      Kozo Ueda
    • Journal Title

      CIGS Working Paper Series

      Volume: 23-008E

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Marginal Propensity to Consume and Personal Characteristics: Evidence from Bank Transaction Data and Survey2023

    • Author(s)
      Kozo Ueda
    • Journal Title

      CIGS Working Paper Series

      Volume: 23-007E

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Price Stickiness and Strategic Uncertainty: AnExperimental Study2023

    • Author(s)
      Yukihiko Funaki, Kohei Kawamura, Nobuyuki Uto, Kozo Ueda
    • Journal Title

      CAMA working paper series

      Volume: 63

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Statistical laws observed in earthquakes using mesh statistics: an econophysical point of view2023

    • Author(s)
      Atushi Ishikawa, Shouji Fujimoto, and Takayuki Mizuno
    • Journal Title

      Evolutionary and Institutional Economics Review

      Volume: - Issue: 2 Pages: 203-216

    • DOI

      10.1007/s40844-023-00255-x

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Asset Allocation Method Based on Sentiment Signals and Causal Information using Multi-asset Classes2023

    • Author(s)
      Rei Taguchi, Hiroki Sakaji, Kiyoshi Izumi, Yuri Murayama
    • Journal Title

      International Journal of Smart Computing and Artificial Intelligence

      Volume: 7

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Financial Causality Extraction Based on Universal Dependencies and Clue Expressions2023

    • Author(s)
      Sakaji Hiroki、Izumi Kiyoshi
    • Journal Title

      New Generation Computing

      Volume: 41 Issue: 4 Pages: 839-857

    • DOI

      10.1007/s00354-023-00233-2

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Discovering new applications: Cross-domain exploration of patent documents using causal extraction and similarity analysis2023

    • Author(s)
      Meiyun Wang, Hiroki Sakaji, Hiroaki Higashitani, Mitsuhiro Iwadare, Kiyoshi Izumi
    • Journal Title

      World Patent Information

      Volume: 75 Pages: 102238-102238

    • DOI

      10.1016/j.wpi.2023.102238

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Constructing Sentiment Signal-based Asset Allocation Method with Causality Information2023

    • Author(s)
      Rei Taguchi, Hiroki Sakaji, Kiyoshi Izumi, Yuri Murayama
    • Journal Title

      New Generation Computing

      Volume: 41 Pages: 777-794

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Scenario Analysis of Demand Response Using Artificial Electric Power Market Simulations2023

    • Author(s)
      Masanori HIRANO, Ryo WAKASUGI, Kiyoshi IZUMI
    • Journal Title

      International Journal of Service and Knowledge Management

      Volume: 7 Issue: 2 Pages: 1

    • DOI

      10.52731/ijskm.v7.i2.770

    • ISSN
      2189-9223, 2189-9231
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Transaction Prediction by Using Graph Neural Network and Textual Industry Information2023

    • Author(s)
      Naoto Minakawa, Kiyoshi Izumi, Hiroki Sakaji, Hitomi Sano
    • Journal Title

      New Frontiers in Artificial Intelligence, Lecture Notes in Computer Science

      Volume: 13859 Pages: 251-266

    • DOI

      10.1007/978-3-031-29168-5_17

    • ISBN
      9783031291678, 9783031291685
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Constructing and analyzing domain-specific language model for financial text mining2023

    • Author(s)
      Masahiro Suzuki, Hiroki Sakaji, Masanori Hirano, Kiyoshi Izumi
    • Journal Title

      Information Processing & Management

      Volume: 60 Issue: 2 Pages: 103194-103194

    • DOI

      10.1016/j.ipm.2022.103194

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Neural-network-based parameter tuning for multi-agent simulation using deep reinforcement learning2023

    • Author(s)
      Hirano Masanori、Izumi Kiyoshi
    • Journal Title

      World Wide Web

      Volume: 26 Issue: 5 Pages: 3535-3559

    • DOI

      10.1007/s11280-023-01197-5

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Gaussian hierarchical latent Dirichlet allocation: Bringing polysemy back2023

    • Author(s)
      Takahiro Yoshida, Ryohei Hisano, Takaaki Ohnishi
    • Journal Title

      PLOS ONE

      Volume: 18 Issue: 7 Pages: e0288274-e0288274

    • DOI

      10.1371/journal.pone.0288274

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 銀行送金ネットワークの内在的構造と時間変化2023

    • Author(s)
      久野遼平, 長澤達也, 高橋秀, 近藤亮磨, 大西立顕
    • Journal Title

      人工知能

      Volume: 38-2 Pages: 131-138

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ポストコロナ時代の公的統計(2)-物価・ 賃金統計の精度問題2023

    • Author(s)
      西村淸彦、肥後雅博
    • Journal Title

      統計

      Volume: 2023-2 Pages: 42-52

    • Related Report
      2022 Annual Research Report
  • [Journal Article] ポストコロナ時代の公的統計(1)-経済統計の新たな課題-2023

    • Author(s)
      西村淸彦、肥後雅博
    • Journal Title

      統計

      Volume: 2023-1 Pages: 41-51

    • Related Report
      2022 Annual Research Report
  • [Journal Article] 異次元緩和の評価と日銀新体制への期待2023

    • Author(s)
      西村 淸彦
    • Journal Title

      金融ジャーナル

      Volume: 2023-1 Pages: 68-68

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Going Cashless: Government’s Point Reward Program vs. COVID-192022

    • Author(s)
      Toshitaka Sekine, Toshiaki Shoji, Tsutomu Watanabe
    • Journal Title

      CARF Working Paper Series

      Volume: F-538

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] わが国のエネルギー効率 ―企業・家計部門の動向とカーボンニュートラルに向けた含意―2022

    • Author(s)
      青木浩介、高橋優豊、中島上智、八木智之、山田琴音
    • Journal Title

      日本銀行ワーキングペーパー

      Volume: 22-J-19

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Efficiency, Quality of Forecasts and Radner Equilibria2022

    • Author(s)
      Shurojit Chatterji, Atsushi Kajii
    • Journal Title

      Pure and Applied Functional Analysis

      Volume: 7 Pages: 2079-2091

    • Related Report
      2022 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Imprecise Information and Second-Order Beliefs2022

    • Author(s)
      Norio Takeoka and Takashi Ui
    • Journal Title

      Communications in Economics and Mathematical Scieneces

      Volume: 1 Issue: 0 Pages: 67-86

    • DOI

      10.50906/cems.1.0_67

    • ISSN
      2436-3162
    • Related Report
      2022 Annual Research Report 2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Impacts of Public Information on Flexible Information Acquisition2022

    • Author(s)
      Takashi Ui
    • Journal Title

      Cornell University, arXiv.org

      Volume: 2204.09250

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Optimal and Robust Disclosure of Public Information2022

    • Author(s)
      Takashi Ui
    • Journal Title

      Working Papers on Central Bank Communication

      Volume: 039

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] REALLOCATION EFFECTS OF MONETARY POLICY2022

    • Author(s)
      Miyakawa Daisuke、Oikawa Koki、Ueda Kozo
    • Journal Title

      International Economic Review

      Volume: - Issue: 2 Pages: 947-975

    • DOI

      10.1111/iere.12558

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Estimating a Nonlinear New Keynesian Model with the Zero Lower Bound for Japan2022

    • Author(s)
      IIBOSHI HIROKUNI、SHINTANI MOTOTSUGU、UEDA KOZO
    • Journal Title

      Journal of Money, Credit and Banking

      Volume: Online Version Issue: 6 Pages: 1-35

    • DOI

      10.1111/jmcb.12908

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Secular Stagnation and Low Interest Rates under the Fear of a Government Debt Crisis2022

    • Author(s)
      KOBAYASHI KEIICHIRO、UEDA KOZO
    • Journal Title

      Journal of Money, Credit and Banking

      Volume: - Issue: 4 Pages: 779-824

    • DOI

      10.1111/jmcb.12909

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Misallocation under the Shadow of Death2022

    • Author(s)
      Daisuke MIYAKAWA, Koki Oikawa, Kozo Ueda
    • Journal Title

      RIETI Discussion Paper Series

      Volume: 22-E-014

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Preface of Special Issue on Data Science Questing for a Better Society2022

    • Author(s)
      Mizuno Takayuki、Ohnishi Takaaki、Hisano Ryohei、Iyetomi Hiroshi、Watanabe Tsutomu
    • Journal Title

      The Review of Socionetwork Strategies

      Volume: 16 Issue: 2 Pages: 333-335

    • DOI

      10.1007/s12626-022-00124-w

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Statistical Properties of Labor Productivity Distributions2022

    • Author(s)
      Atushi Ishikawa, Shouji Fujimoto, and Takayuki Mizuno
    • Journal Title

      Front. Phys.

      Volume: 10 Pages: 848193-848193

    • DOI

      10.3389/fphy.2022.848193

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Interpolation of non-random missing values in financial statements' big data using CatBoost2022

    • Author(s)
      Shouji Fujimoto, Takayuki Mizuno, and Atushi Ishikawa
    • Journal Title

      Journal of Computational Social Science

      Volume: 5 Issue: 2 Pages: 1281-1301

    • DOI

      10.1007/s42001-022-00165-9

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analysis of Ethnic Homophily in International Trade Using Large-Scale Surname Data2022

    • Author(s)
      Jun Joomi、Mizuno Takayuki
    • Journal Title

      The Review of Socionetwork Strategies

      Volume: 16 Issue: 2 Pages: 399-415

    • DOI

      10.1007/s12626-022-00117-9

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Employee Number Dependence in Labor Productivity Distribution2022

    • Author(s)
      Atushi Ishikawa, Takayuki Mizuno, and Shouji Fujimoto
    • Journal Title

      The Review of Socionetwork Strategies

      Volume: 16 Issue: 2 Pages: 465-477

    • DOI

      10.1007/s12626-022-00121-z

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Copula-Based Synthetic Data Generation in Firm-Size Variables2022

    • Author(s)
      Shouji Fujimoto, Atushi Ishikawa, and Takayuki Mizuno
    • Journal Title

      The Review of Socionetwork Strategies

      Volume: 16 Issue: 2 Pages: 479-492

    • DOI

      10.1007/s12626-022-00128-6

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hawkes process marked with topics and its application to Twitter data analysis2022

    • Author(s)
      Goda Masatoshi、Mizuno Takayuki、Yano Ryosuke
    • Journal Title

      Europhysics Letters

      Volume: 140 Issue: 6 Pages: 61001-61001

    • DOI

      10.1209/0295-5075/aca78c

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Unconventional Monetary Policy through Open Market Operations: A Principal Component Analysis2022

    • Author(s)
      Kiyohiko G. Nishimura, Markus Heckel
    • Journal Title

      Asian Economic Papers

      Volume: 21 Issue: 1 Pages: 1-28

    • DOI

      10.1162/asep_a_00842

    • Related Report
      2022 Annual Research Report 2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Estimates of CO2Concentrations Based on Satellite Data and Their Usefulness in Developing a More Accurate Picture of Economic Activity2022

    • Author(s)
      Yoshiyuki Suimon, Hiroto Tanabe, Kiyoshi Izumi
    • Journal Title

      IIAI Letters on Business and Decision Science

      Volume: 1 Pages: 1

    • DOI

      10.52731/lbds.v001.030

    • ISSN
      2185-9930
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Forecasting Stock Price Trends by Analyzing Economic Reports With Analyst Profiles2022

    • Author(s)
      Masahiro Suzuki, Hiroki Sakaji, Kiyoshi Izumi, Yasushi Ishikawa
    • Journal Title

      Frontiers in Artificial Intelligence in Finance

      Volume: 5

    • DOI

      10.3389/frai.2022.866723

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Constructing Equity Investment Strategies using Analyst Reports and Regime Switching Models2022

    • Author(s)
      Rei Taguchi, Hikaru Watanabe, Hiroki Sakaji, Kiyoshi Izumi, Kenji Hiramatsu
    • Journal Title

      Frontiers in Artificial Intelligence in Finance

      Volume: 5

    • DOI

      10.3389/frai.2022.865950

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Masked Prediction and Interdependence Network of the Law Using Data from Large-Scale Japanese Court Judgments2022

    • Author(s)
      Ryoma Kondo, Takahiro Yoshida, Ryohei Hisano
    • Journal Title

      Artificial Intelligence and Law

      Volume: 31 Pages: 739-771

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] オルタナティブデータと機械学習アプローチを用いた鉱工業生産ナウキャスティングモデルの構築2022

    • Author(s)
      古川角歩, 箕浦征郎, 久野遼平, 八木智之
    • Journal Title

      日本銀行WP シリーズ

      Volume: 22-J-14

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] 海運データを用いた輸出のナウキャスティング2022

    • Author(s)
      久野遼平, 古川角歩
    • Journal Title

      日本銀行WP シリーズ

      Volume: 22-J-19

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Comment on "Big Data in Asian Central Banks2022

    • Author(s)
      Tsutomu Watanabe
    • Journal Title

      Asian Economic Policy Review

      Volume: 17 Issue: 2 Pages: 1-2

    • DOI

      10.1111/aepr.12383

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Online Consumption During and After the COVID-19 Pandemic: Evidence from Japan2021

    • Author(s)
      Watanabe Tsutomu、Omori Yuki
    • Journal Title

      CARF Working Paper Series

      Volume: CARF-F-524 Pages: 1-38

    • Related Report
      2021 Annual Research Report
    • Open Access
  • [Journal Article] Visualizing Social and Behavior Change due to the Outbreak of COVID-19 Using Mobile Phone Location Data2021

    • Author(s)
      Mizuno Takayuki、Ohnishi Takaaki、Watanabe Tsutomu
    • Journal Title

      New Generation Computing

      Volume: 39 Issue: 3-4 Pages: 453-468

    • DOI

      10.1007/s00354-021-00139-x

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Household Inventory, Temporary Sales, and Price Indices2021

    • Author(s)
      Ueda Kozo、Watanabe Kota、Watanabe Tsutomu
    • Journal Title

      CARF Working Paper Series

      Volume: CARF-F-520 Pages: 1-58

    • Related Report
      2021 Annual Research Report
    • Open Access
  • [Journal Article] Japan's Voluntary Lockdown: Further Evidence Based on Age-Specific Mobile Location Data2021

    • Author(s)
      Tsutomu Watanabe,Tomoyoshi Yabu
    • Journal Title

      Japanese Economic Review

      Volume: 72(3) Issue: 3 Pages: 1-38

    • DOI

      10.1007/s42973-021-00077-9

    • NAID

      210000178471

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Online Consumption During and After the COVID-19 Pandemic: Evidence from Japan2021

    • Author(s)
      Tsutomu Watanabe,Yuki Omori
    • Journal Title

      The Impact of COVID19 On E-Commerce

      Volume: ー Pages: 43-66

    • DOI

      10.51432/978-1-8381524-8-2_4

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Welfare Implications of Massive Money Injection: The Japanese Experience from 2013 to 20202021

    • Author(s)
      Tsutomu Watanabe
    • Journal Title

      Asian Economic Policy Review

      Volume: Vol. 16, No. 2 Issue: 2 Pages: 224-242

    • DOI

      10.1111/aepr.12342

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Japan's Voluntary Lockdown2021

    • Author(s)
      Tsutomu Watanabe,Tomoyoshi Yabu
    • Journal Title

      PLoS ONE

      Volume: 16(6): e0252468. Issue: 6 Pages: e0252468-e0252468

    • DOI

      10.1371/journal.pone.0252468

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Multilayer Network Approach to Dynamics of Japanese Interfirm Transaction Relations2021

    • Author(s)
      Tsutomu Watanabe,Hitomi Sato, Yuichi Kichikawa, Hiroshi Iyetomi
    • Journal Title

      Big Data Analysis on Global Community Formation and Isolation. Springer, Singapore.

      Volume: ー Pages: 63-92

    • DOI

      10.1007/978-981-15-4944-1_3

    • ISBN
      9789811549434, 9789811549441
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Understanding Japanese Household Portfolios2021

    • Author(s)
      Aoki Kosuke、Michaelides Alexander、Nikolov Kalin
    • Journal Title

      SSRN Electronic Journal

      Volume: - Pages: 1-51

    • DOI

      10.2139/ssrn.3832657

    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] Inflation, Money Demand and Portfolio Choice2021

    • Author(s)
      Aoki Kosuke、Michaelides Alexander、Nikolov Kalin、Zhang Yuxin
    • Journal Title

      SSRN Electronic Journal

      Volume: - Pages: 1-75

    • DOI

      10.2139/ssrn.2706512

    • Related Report
      2021 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] 統計的決定と主観的期待効用 ― WaldとSavageを結ぶ試み2021

    • Author(s)
      宇井貴志
    • Journal Title

      経済研究

      Volume: 72 Pages: 128-139

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Decentralizability of Efficient Allocations with Heterogenous Forecasts2021

    • Author(s)
      Chatterji Shurojit, Kajii Atsushi
    • Journal Title

      Working Papers on Central Bank Communication

      Volume: 31 Pages: 1-36

    • Related Report
      2020 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Strategic Ambiguity in Global Games2021

    • Author(s)
      Ui Takashi
    • Journal Title

      Working Papers on Central Bank Communication

      Volume: 32 Pages: 1-34

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] Multivariate Hawkes process analysis of posts on a web service about uncomfortable gender experiences2021

    • Author(s)
      Goda Masatoshi, Yano Ryosuke, Mizuno Takayuki
    • Journal Title

      Journal of Complex Networks

      Volume: 9 Issue: 1 Pages: 1-21

    • DOI

      10.1093/comnet/cnab010

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Nondiagonal Mixture of Dirichlet Network Distributions for Analyzing a Stock Ownership Network2021

    • Author(s)
      Zhang Wenning, Hisano Ryohei, Ohnishi Takaaki, Mizuno Takayuki
    • Journal Title

      Complex Networks & Their Applications IX

      Volume: 1 Pages: 75-86

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 流動人口ビッグデータによる外出の自粛率の見える化2020

    • Author(s)
      水野 貴之、大西 立顕、渡辺 努
    • Journal Title

      Journal of the Japanese Society for Artificial Intelligence

      Volume: 35 Issue: 5 Pages: 667-672

    • DOI

      10.11517/jjsai.35.5_667

    • NAID

      130007935286

    • ISSN
      2188-2266, 2435-8614
    • Year and Date
      2020-09-01
    • Related Report
      2020 Annual Research Report
  • [Journal Article] Trade clustering and power laws in financial markets2020

    • Author(s)
      Nirei Makoto, Stachurski John, Watanabe Tsutomu
    • Journal Title

      Theoretical Economics

      Volume: 15 Issue: 4 Pages: 1365-1398

    • DOI

      10.3982/te3523

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Online Consumption During the COVID-19 Crisis: Evidence from Japan2020

    • Author(s)
      Watanabe Tsutomu, Omori Yuki
    • Journal Title

      Covid Economics: Vetted and Real-Time Papers

      Volume: 32 Pages: 208-241

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] How Much Did People Refrain from Service Consumption due to the Outbreak of COVID-19?2020

    • Author(s)
      Watanabe Tsutomu, Omori Yuki
    • Journal Title

      CARF Working Paper Series

      Volume: F-477 Pages: 1-17

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] Why does production function take the Cobb-Douglas form? Direct observation of production function using empirical data2020

    • Author(s)
      Atushi Ishikawa, Shouji Fujimoto, and Takayuki Mizuno
    • Journal Title

      Evolutionary and Institutional Economics Review

      Volume: 18 Issue: 1 Pages: 79-102

    • DOI

      10.1007/s40844-020-00180-3

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 流動人口ビッグデータによる地域住民の自粛率の見える化 - 感染者数と自粛の関係2020

    • Author(s)
      水野貴之, 大西立顕, 渡辺努
    • Journal Title

      キヤノングローバル戦略研究所コラム

      Volume: 2020.04.22 Pages: 1-13

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] GPS位置情報ビッグデータによる人口分布の高解像度化と接触頻度の推定2020

    • Author(s)
      水野貴之, 大西立顕, 渡辺努
    • Journal Title

      キヤノングローバル戦略研究所コラム

      Volume: 2020.05.08

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] 空間情報ビッグデータによるCOVID-19の感染に繋がる接触頻度の推定2020

    • Author(s)
      水野貴之, 大西立顕, 渡辺努
    • Journal Title

      キヤノングローバル戦略研究所コラム

      Volume: 2020.05.29

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] 世代別・性別の 外出率とCOVID-19陽性者割合との関係2020

    • Author(s)
      水野貴之, 大西立顕, 渡辺努
    • Journal Title

      キヤノングローバル戦略研究所コラム

      Volume: 2020.07.15

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] Interest Rate Model With Investor Attitude and Text Mining2020

    • Author(s)
      Nakatani Souta, Nishimura Kiyohiko G., Saito Taiga, Takahashi Akihiko
    • Journal Title

      IEEE Access

      Volume: 8 Pages: 86870-86885

    • DOI

      10.1109/access.2020.2992477

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Reforms and Crises in Government Statistics: The Case of Japan2020

    • Author(s)
      Higo Masahiro, Nishimura Kiyohiko G., Sakuragawa Yukie
    • Journal Title

      Asian Economic Papers

      Volume: 19 Issue: 2 Pages: 21-37

    • DOI

      10.1162/asep_a_00771

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Identifying the Hierarchical Influence Structure Behind Smart Sanctions Using Network Analysis2020

    • Author(s)
      Ryohei Hisano, Hiroshi Iyetomi, and Takayuki Mizuno
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 12467 Pages: 95-107

    • DOI

      10.1007/978-3-030-60975-7_8

    • ISBN
      9783030609740, 9783030609757
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Trade Clustering and Power Laws in Financial Market2020

    • Author(s)
      Tsutomu Watanabe, Makoto Nirei, John Stachurski
    • Journal Title

      Theoretical Economics

      Volume: 掲載確定

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Aging and Deflation from a Fiscal Perspective2020

    • Author(s)
      Katagiri, Mitsuru, Hideki Konishi, Kozo Ueda
    • Journal Title

      Journal of Monetary Economics

      Volume: 掲載確定

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Prediction of ESG Compliance using a Heterogeneous Information Network2020

    • Author(s)
      Ryouhei Hisano, Didier Sornette, Takayuki Mizuno,
    • Journal Title

      Journal of Big Data

      Volume: 掲載確定

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Incomplete Information Robustness2020

    • Author(s)
      Stephen Morris, Takashi Ui
    • Journal Title

      Working Papers on Central Bank Communication

      Volume: No. 019

    • Related Report
      2019 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] LQG Information Design2020

    • Author(s)
      Takashi Ui
    • Journal Title

      Working Papers on Central Bank Communication

      Volume: No.018

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] Gaussian Hierarchical Latent Dirichlet Allocation: Bringing Polysemy Back2020

    • Author(s)
      Takahiro Yoshida, Ryohei Hisano, Takaaki Ohnishi
    • Journal Title

      Working Papers on Central Bank Communication

      Volume: No. 017

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] The Formation of Consumer Inflation Expectations: New Evidence from Japan's Deflation Experience2020

    • Author(s)
      Tsutomu Watanabe, Jess Diamond, Kota Watanabe
    • Journal Title

      International Economic Review

      Volume: 61 Issue: 1 Pages: 241-281

    • DOI

      10.1111/iere.12423

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Decentralizability of Efficient Allocations with Heterogenous Forecasts2020

    • Author(s)
      Atsushi Kajii, Shurojit Chatterji
    • Journal Title

      Working Papers on Central Bank Communication

      Volume: No.016

    • Related Report
      2019 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Refinements and Higher Order Beliefs: A Unified Survey2020

    • Author(s)
      Atsushi Kajii, Stephen Morris
    • Journal Title

      The Japanese Economic Review

      Volume: 71 Issue: 1 Pages: 7-34

    • DOI

      10.1007/s42973-019-00006-x

    • NAID

      210000168339

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Notes on Refinements and Higher Order Beliefs2020

    • Author(s)
      Atsushi Kajii, Stephen Morris
    • Journal Title

      The Japanese Economic Review

      Volume: 71 Issue: 1 Pages: 35-41

    • DOI

      10.1007/s42973-019-00007-w

    • NAID

      210000167926

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] The Lucas Imperfect Information Model with Imperfect Common Knowledge2020

    • Author(s)
      Takashi Ui
    • Journal Title

      The Japanese Economic Review

      Volume: 71 Issue: 1 Pages: 85-100

    • DOI

      10.1007/s42973-019-00003-0

    • NAID

      210000182797

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dynamic Cost of Living Index for Storable Goods2020

    • Author(s)
      Kozo Ueda
    • Journal Title

      Economics Letters

      Volume: 189 Pages: 109013-109013

    • DOI

      10.1016/j.econlet.2020.109013

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] House Price Dispersion in Boom-Bust Cycles: Evidence from Tokyo2019

    • Author(s)
      Tsutomu Watanabe, Takaaki Ohnishi, Takayuki Mizuno
    • Journal Title

      The Japanese Economic Review

      Volume: 71 Issue: 4 Pages: 511-539

    • DOI

      10.1007/s42973-019-00019-6

    • NAID

      210000178515

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Sequential ε-Contamination with Learning2019

    • Author(s)
      Kiyohiko G. Nishimura, Hiroyuki Kato, Hiroyuki Ozaki
    • Journal Title

      CARF Working Paper Series

      Volume: F-468

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] Detecting Stock Market Bubbles Based on the Cross-Sectional Dispersion of Stock Prices2019

    • Author(s)
      Tsutomu Watanabe, Takayuki Mizuno, Takaaki Ohnishi
    • Journal Title

      Proceedings of the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems

      Volume: - Pages: 194-202

    • DOI

      10.1007/978-3-030-37442-6_18

    • ISBN
      9783030374419, 9783030374426
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] How Large is the Demand for Money at the ZLB? Evidence from Japan2019

    • Author(s)
      Tsutomu Watanabe, Tomoyoshi Yabu
    • Journal Title

      CARF Working Paper Series

      Volume: F-465

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] Term Structure Models During the Global Financial Crisis: A Parsimonious Text Mining Approach2019

    • Author(s)
      Kiyohiko G. Nishimura, Seisho Sato, Akihiko Takahashi
    • Journal Title

      Asia Pacific Financial Markets,

      Volume: 26-3 Issue: 3 Pages: 297-337

    • DOI

      10.1007/s10690-018-09267-9

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Learning Topic Models by Neighborhood Aggregation2019

    • Author(s)
      Ryohei Hisano
    • Journal Title

      Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19)

      Volume: - Pages: 2498-2505

    • DOI

      10.24963/ijcai.2019/347

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Product Turnover and the Cost-of-Living Index: Quality versus Fashion Effects2019

    • Author(s)
      Tsutomu Watanabe, Kozo Ueda, Kota Watanabe
    • Journal Title

      American Economic Journal: Macroeconomics

      Volume: 11 Issue: 2 Pages: 310-347

    • DOI

      10.1257/mac.20160403

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Prolonged Low Interest Rates and Banking Stability2019

    • Author(s)
      Kosuke Aoki, Ko Munakata, Nao Sudo
    • Journal Title

      Institute for Monetary and Economic Studies, Bank of Japan, Discussion Paper Series

      Volume: E-21

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] Consumers' Price Beliefs, Central Bank Communication, and Inflation Dynamics2019

    • Author(s)
      Kosuke Aoki, Hibiki Ichiue, Tatsushi Okuda
    • Journal Title

      Bank of Japan Working Paper

      Volume: E-14

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] Short- and long-run tradeoff of monetary easing2019

    • Author(s)
      Koki Oikawa and Kozo Ueda
    • Journal Title

      Journal of Japanese and International Economy

      Volume: 印刷中 Pages: 189-200

    • DOI

      10.1016/j.jjie.2018.12.005

    • NAID

      210000180309

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Detecting Ethnic Spatial Distribution of Business People using Recurrent Neural Networks2019

    • Author(s)
      Joomi Jun and Takayuki Mizuno
    • Journal Title

      Proceeding WI '19 Companion IEEE/WIC/ACM International Conference on Web Intelligence 24800

      Volume: 1 Pages: 29-34

    • DOI

      10.1145/3358695.3360925

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] トピック間の階層構造を考慮したGaussian LDA の構成2019

    • Author(s)
      吉田崇裕,久野遼平,大西立顕
    • Journal Title

      研究報 告自然言語処理(NL)

      Volume: NL-241,6 号 Pages: 1-8

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] Strategic central bank communication: Discourse analysis of the Bank of Japan’s Monthly Report2019

    • Author(s)
      Kohei Kawamura, Kobashi Yohei, Shizume Masato, Ueda Kozo
    • Journal Title

      Journal of Economic Dynamics and Control

      Volume: 100 Pages: 230-250

    • DOI

      10.1016/j.jedc.2018.11.007

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ビッグデータと人工知能を用いたファイナンス研究の潮流2019

    • Author(s)
      和泉潔
    • Journal Title

      金融研究

      Volume: 38 Pages: 15-28

    • Related Report
      2018 Annual Research Report
    • Open Access
  • [Journal Article] The optimal inflation rate under Schumpeterian growth2018

    • Author(s)
      Koki Oikawa and Kozo Ueda
    • Journal Title

      Journal of Monetary Economics

      Volume: 100 Pages: 114-125

    • DOI

      10.1016/j.jmoneco.2018.07.012

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] GINN: gradient interpretable neural networks for visualizing financial texts2018

    • Author(s)
      Ito Tomoki、Sakaji Hiroki、Izumi Kiyoshi、Tsubouchi Kota、Yamashita Tatsuo
    • Journal Title

      International Journal of Data Science and Analytics

      Volume: - Issue: 4 Pages: 431-445

    • DOI

      10.1007/s41060-018-0160-8

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Demand for Money at the Zero Interest Rate Bound2018

    • Author(s)
      Tsutomu Watanabe, Tomoyoshi Yabu
    • Journal Title

      CARF Working Paper Series

      Volume: F-444

    • Related Report
      2018 Annual Research Report
    • Open Access
  • [Journal Article] Intertemporal Efficiency Does Not Imply a Common Price Forecast2018

    • Author(s)
      Atsushi Kajii, Shurojit Chatterji, Huaxia Zeng
    • Journal Title

      KIER discussion papers

      Volume: No. 999

    • Related Report
      2018 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Reallocation Effects of Monetary Policy2018

    • Author(s)
      Oikawa Koki, Kozo Ueda
    • Journal Title

      RIETI Discussion Paper Series

      Volume: 18-E-056

    • Related Report
      2018 Annual Research Report
    • Open Access
  • [Journal Article] Estimating a Nonlinear New Keynesian Model with the Zero Lower Bound for Japan2018

    • Author(s)
      Iiboshi Hirokuni, Mototsugu Shintani, Kozo Ueda
    • Journal Title

      CAMA working paper series

      Volume: 37

    • Related Report
      2018 Annual Research Report
    • Open Access
  • [Presentation] Oligopolistic Competition, Price Rigidity, and Monetary Policy2024

    • Author(s)
      Kozo Ueda
    • Organizer
      Southern Workshop in Macroeconomics
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 予想に働きかける政策をゲーム理論で考える2023

    • Author(s)
      宇井貴志
    • Organizer
      日本金融学会2023年度秋季大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] LQG情報設計と合理的無関心2023

    • Author(s)
      Takashi Ui
    • Organizer
      ゲーム理論ワークショップ2023
    • Related Report
      2022 Annual Research Report
  • [Presentation] Effects of Bank Branch/ATM Consolidations on Cash Demand: Evidence from Bank Account Transaction Data in Japan2023

    • Author(s)
      Kozo Ueda
    • Organizer
      TRIO Conference on Digital Economy and Finance, 2023
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Generation of synthetic financial time series by diffusion models2023

    • Author(s)
      Tomonori Takahashi, Takayuki Mizuno
    • Organizer
      The 17th International Conference Computational and Financial Econometrics(CFE 2023)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Harnessing Behavioral Traits to Enhance Financial Stock Recommender Systems: Tackling the User Cold Start Problem2023

    • Author(s)
      Takehiro Takayanagi, Kiyoshi Izumi
    • Organizer
      2023 IEEE International Conference on Big Data
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Impact Analysis of Social Events on Industries through Narrative Causal Search2023

    • Author(s)
      Ryotaro Kobayashi, Yuri Murayama, Kiyoshi Izumi
    • Organizer
      The 5th Financial Narrative Processing Workshop
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Export Nowcasting with AIS and Foot Traffic Data2023

    • Author(s)
      Tsubasa Ueda, Takehide Hirose, Kiyoshi Izumi
    • Organizer
      The 13th International Conference on Smart Computing and Artificial Intelligence in 14th IIAI International Congress on Advanced Applied Informatics
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] llm-japanese-dataset v0: Construction of Japanese Chat Dataset for Large Language Models and its Methodology2023

    • Author(s)
      Masanori HIRANO, Masahiro SUZUKI, Hiroki SAKAJI
    • Organizer
      The 12th International Workshop on Web Services and Social Media in The 26th International Conference on Network-Based Information Systems
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quantitative Evaluation of Multi-agent Simulation using Generative Adversarial Network2023

    • Author(s)
      Masanori HIRANO, Kiyoshi IZUMI
    • Organizer
      The 9th International Conference on Computational Social Science
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Policy Gradient Stock GAN for Realistic Discrete Order Data Generation in Financial Markets2023

    • Author(s)
      Masanori HIRANO, Hiroki SAKAJI, Kiyoshi IZUMI
    • Organizer
      The 13th International Conference on Smart Computing and Artificial Intelligence in 14th IIAI International Congress on Advanced Applied Informatics
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Economic Causal Chain Presentation System Considering Output Diversity to Search Economic Ripple Effects2023

    • Author(s)
      Ryotaro Kobayashi, Yuri Murayama, Kiyoshi Izumi
    • Organizer
      The 4th Workshop on Knowledge Discovery from Unstructured Data in Financial Services
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Summarization of Investment Reports Using Pre-trained Model2023

    • Author(s)
      Hiroki Sakaji, Ryotaro Kobayashi, Kiyoshi Izumi, Hiroyuki Mitsugi, Wataru Kuramoto
    • Organizer
      The 13th International Conference on Smart Computing and Artificial Intelligence in 14th IIAI International Congress on Advanced Applied Informatics
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Personalized Dynamic Recommender System for Investors2023

    • Author(s)
      Takehiro Takayanagi, Chung-Chi Chen, Kiyoshi Izumi
    • Organizer
      International ACM SIGIR Conference on Research and Development in Information Retrieval
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Personalized Stock Recommendation with Investors’ Attention and Contextual Information2023

    • Author(s)
      Takehiro Takayanagi, Kiyoshi Izumi, Atsuo Kato, Naoyuki Tsunedomi, Yukina Abe
    • Organizer
      International ACM SIGIR Conference on Research and Development in Information Retrieval
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] BERTおよびChatGPTを用いたサステイナビリティレポートからのSDGs関連文抽出2023

    • Author(s)
      指田昌樹, 和泉潔, 坂地泰紀
    • Organizer
      第31回 人工知能学会 金融情報学研究会(SIG-FIN)
    • Related Report
      2022 Annual Research Report
  • [Presentation] 経済的因果検索のためのデータセットの構築に向けて2023

    • Author(s)
      小林涼太郎, 高柳剛弘, 坂地泰紀, 和泉潔
    • Organizer
      NLP若手の会第18回シンポジウム(YANS2023)
    • Related Report
      2022 Annual Research Report
  • [Presentation] 日本語インストラクションデータを用いた対話可能な日本語大規模言語モデルのLoRAチューニング2023

    • Author(s)
      鈴木雅弘, 平野正徳, 坂地泰紀
    • Organizer
      第20回テキストアナリティクス・シンポジウム
    • Related Report
      2022 Annual Research Report
  • [Presentation] llm-japanese-dataset v0: 大規模言語モデルのための日本語チャットデータセット構築2023

    • Author(s)
      平野正徳, 鈴木雅弘, 坂地泰紀
    • Organizer
      情報処理学会 第257回自然言語処理研究発表会 (NL研)
    • Related Report
      2022 Annual Research Report
  • [Presentation] 日本語インストラクションデータセットの構築とその適用による大規模言語モデルのチューニング2023

    • Author(s)
      鈴木雅弘, 平野正徳, 坂地泰紀
    • Organizer
      NLP若手の会第18回シンポジウム (YANS2023)
    • Related Report
      2022 Annual Research Report
  • [Presentation] Causal Text Mining in the Era of Large Language Modeling: A Reality Check2023

    • Author(s)
      高柳剛弘, 小林涼太郎, 鈴木雅弘, 坂地泰紀, 和泉潔
    • Organizer
      NLP若手の会第18回シンポジウム (YANS2023)
    • Related Report
      2022 Annual Research Report
  • [Presentation] PAMS: Platform for Artificial Market Simulations ~Pythonベースの人工市場シミュレーションプラットフォームと深層学習との融合2023

    • Author(s)
      平野正徳, 高田亮介, 和泉潔
    • Organizer
      合同エージェントワークショップ&シンポジウム2023 (JAWS2023)
    • Related Report
      2022 Annual Research Report
  • [Presentation] Quantitative Evaluation of Multi-agent Simulation using Generative Adversarial Network -- An Alternative of Qualitative Evaluation for Artificial Market Simulation2023

    • Author(s)
      Masanori HIRANO, Kiyoshi IZUMI
    • Organizer
      The 37th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI2023)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 電力市場シミュレーションを用いた発電・蓄電・DRを組み合わせた大口需要家による電力調達戦略分析2023

    • Author(s)
      程竜, 和泉潔, 平野正徳
    • Organizer
      人工知能学会第30回金融情報学研究会 (SIG-FIN)
    • Related Report
      2022 Annual Research Report
  • [Presentation] Incorporating Domain-Specific Traits into Personality-Aware Recommendations for Financial Application2023

    • Author(s)
      Takehiro Takayanagi, Kiyoshi Izumi
    • Organizer
      人工知能学会全国大会(第 37 回)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of Carbon Neutrality Scenarios of Industrial Consumers Combining Power Generation, Storage, and DR Using an Electricity Market Model2023

    • Author(s)
      Long CHENG, Kiyoshi IZUMI, Masanori HIRANO
    • Organizer
      人工知能学会全国大会(第37回)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 時系列に並んだ金融文書からの差分抽出タスクの提案2023

    • Author(s)
      鈴木雅弘, 坂地泰紀, 和泉潔
    • Organizer
      人工知能学会全国大会(第37回)
    • Related Report
      2022 Annual Research Report
  • [Presentation] 技術アプリケーションの拡大と二次開発を目指す新しい知的財産管理手法2023

    • Author(s)
      王美蘊, 坂地泰紀, 東谷泰明, 岩垂光宏, 和泉潔
    • Organizer
      人工知能学会全国大会(第37回)
    • Related Report
      2022 Annual Research Report
  • [Presentation] グラフニューラルネットワークを用いた金融因果関係の抽出2023

    • Author(s)
      坂地泰紀, 和泉潔
    • Organizer
      人工知能学会全国大会(第37回)
    • Related Report
      2022 Annual Research Report
  • [Presentation] 経済波及効果発見のための出力の多様性を考慮した因果連鎖提示システムの構築2023

    • Author(s)
      小林涼太郎, 和泉潔
    • Organizer
      人工知能学会全国大会(第37回)
    • Related Report
      2022 Annual Research Report
  • [Presentation] 因果関係を考慮した感情シグナルに基づく資産配分法の提案2023

    • Author(s)
      田口怜, 坂地泰紀, 和泉潔
    • Organizer
      人工知能学会全国大会(第37回)
    • Related Report
      2022 Annual Research Report
  • [Presentation] Price Setting in Online and Offline Markets: Evidence from Korea2022

    • Author(s)
      Tsutomu Watanabe
    • Organizer
      The 17th Ottawa Group Meeting
    • Related Report
      2022 Annual Research Report
  • [Presentation] Public Information Disclosure under Private Information Acquisition2022

    • Author(s)
      Takashi Ui
    • Organizer
      The Econometric Society 2022 Australasia Meeting
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Impacts of Public Information on Flexible Information Acquisition2022

    • Author(s)
      Takashi Ui
    • Organizer
      SING 17
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Impacts of Public Information on Flexible Information Acquisition2022

    • Author(s)
      Takashi Ui
    • Organizer
      International Conference on Game Theory, Stony Brook
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal and Robust Disclosure of Public Information2022

    • Author(s)
      Takashi Ui
    • Organizer
      Summer Workshop on Economic Theory
    • Related Report
      2022 Annual Research Report
  • [Presentation] Impacts of Public Information on Flexible Information Acquisition2022

    • Author(s)
      Takashi Ui
    • Organizer
      Communication and Persuasion Workshop 12th Meeting
    • Related Report
      2022 Annual Research Report
  • [Presentation] Impacts of Public Information on Flexible Information Acquisition2022

    • Author(s)
      Takashi Ui
    • Organizer
      ORA Workshop 2022 on Knightian Uncertainty and Related Issues
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Impacts of Public Information on Flexible Information Acquisition2022

    • Author(s)
      Takashi Ui
    • Organizer
      Peter Hammond - Retirement & Beyond
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] LQG情報設計と合理的無関心2022

    • Author(s)
      宇井貴志
    • Organizer
      ゲーム理論ワークショップ2023
    • Related Report
      2022 Annual Research Report
  • [Presentation] Misallocation under the Shadow of Death2022

    • Author(s)
      Kozo Ueda
    • Organizer
      NBER Japan Project Meeting
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Oligopolistic Competition, Price Rigidity, and Monetary Policy2022

    • Author(s)
      Kozo Ueda
    • Organizer
      Econometric Society Asia Meeting
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimating a Behavioral New Keynesian Model with the Zero Lower Bound2022

    • Author(s)
      Kozo Ueda
    • Organizer
      Symposium on Econometric Theory and Applications
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Misallocation under the Shadow of Death2022

    • Author(s)
      Kozo Ueda
    • Organizer
      Econometric Society Australasia Meeting
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Household Inventory, Temporary Sales, and Price Indices2022

    • Author(s)
      Kozo Ueda
    • Organizer
      The 17th Ottawa Group Meeting
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Twitter-based Classification of Political Ideologies2022

    • Author(s)
      Jinghui Chen, Takayuki Mizuno
    • Organizer
      The 13th International Conference on Social Informatics(SocInfo 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Aging and Housing Prices2022

    • Author(s)
      Yongheng Deng, Tomoo Inoue, Kiyohiko G. Nishimura, Chihiro Shimizu
    • Organizer
      The 37th IARIW General Conference
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] A New Approach to Assessing Corporate R&D Capabilities: Exploring Patent Value Based on Machine Learning2022

    • Author(s)
      Meiyun Wang, Hiroki Sakaji, Higashitani Hiroaki, Iwadare Mitsuhiro, Kiyoshi Izumi
    • Organizer
      The 3rd Workshop on Women in AI and Finance, The 3rd ACM International Conference on AI in Finance
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SETN: Stock Embedding Enhanced with Textual and Network Information2022

    • Author(s)
      Takehiro Takayanagi, Hiroki Sakaji, Kiyoshi Izumi
    • Organizer
      International Conference on Big Data (IEEE Big Data 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Gradual Further Pre-training Architecture for Economics/Finance Domain Adaptation of Language Model2022

    • Author(s)
      Hiroki Sakaji, Masahiro Suzuki, Kiyoshi Izumi, Hiroyuki Mitsugi
    • Organizer
      International Conference on Big Data (IEEE Big Data 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SSAAM: Sentiment Signal-based Asset Allocation Method with Causality Information2022

    • Author(s)
      Rei Taguchi, Hiroki Sakaji, Kiyoshi Izumi
    • Organizer
      International Conference on Big Data (IEEE Big Data 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of Demand Response Scenarios by Industrial Consumers Using Artificial Electric Power Market Simulations2022

    • Author(s)
      Masanori HIRANO, Ryo WAKASUGI, Kiyoshi IZUMI
    • Organizer
      The 7th International Conference on Business Management of Technology (BMOT 2022) in 12th IIAI International Congress on Advanced Applied Informatics
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Data-driven Agent Design for Artificial Market Simulation2022

    • Author(s)
      Masanori HIRANO, Kiyoshi IZUMI, Hiroki SAKAJI
    • Organizer
      The 36th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Parameter Tuning Method for Multi-agent Simulation using Reinforcement Learning2022

    • Author(s)
      Masanori HIRANO, Kiyoshi IZUMI
    • Organizer
      The 9th International Conference on Behavioral and Social Computing (BESC 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of Carbon Neutrality Scenarios of Industrial Consumers Using Electric Power Market Simulations2022

    • Author(s)
      Masanori HIRANO, Ryo WAKASUGI, Kiyoshi IZUMI
    • Organizer
      The 24th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Does Order Simultaneity Affect the Data Mining Task in Financial Markets? -- Effect Analysis of Order Simultaneity using Artificial Market2022

    • Author(s)
      Masanori HIRANO, Kiyoshi IZUMI
    • Organizer
      The 24th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quantitative Tuning of Artificial Market Simulation using Generative Adversarial Network2022

    • Author(s)
      Masanori HIRANO, Kiyoshi IZUMI
    • Organizer
      The 6th IEEE International Conference on Agents (ICA 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Efficient Parameter Tuning for Multi-agent Simulation Using Deep Reinforcement Learning2022

    • Author(s)
      Masanori HIRANO, Kiyoshi IZUMI
    • Organizer
      12th International Conference on Smart Computing and Artificial Intelligence (SCAI 2022-Winter) in 13th IIAI International Congress on Advanced Applied Informatics (IIAI AAI 2022 winter)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Bilateral Trade Flow Prediction by Gravity-informed Graph Auto-encoder2022

    • Author(s)
      Naoto Minakawa, Kiyoshi Izumi, Hiroki Sakaji
    • Organizer
      2022 IEEE International Conference on Big Data (IEEE Big Data 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Information Retrieval in Financial Documents2022

    • Author(s)
      Takehiro Takayanagi
    • Organizer
      AKBC 2022 Workshop, Knowledge Graphs in Finance and Economics
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Implementation of Biased Big Data to the Japanese Official Labor Statistics Using Supervised Learning under Covariate Shift2022

    • Author(s)
      Yuya Takada, Kiyoshi Izumi
    • Organizer
      2022 IEEE International Conference on Big Data(IEEE Big Data 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Proposal for Turning Point Detection Method using Financial Text and Transformer2022

    • Author(s)
      Rei Taguchi, Hikaru Watanabe, Hiroki Sakajii, Kiyoshi Izumii, Kenji Hiramatsu
    • Organizer
      The 36th Annual Conference of the Japanese Society for Artificial Intelligence
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The relationship between Twitter sentiment and mobility during the COVID-19 pandemic2022

    • Author(s)
      Yoshiyuki Suimon, Hiroto Tanabe, Kiyoshi Izumi
    • Organizer
      2022 IEEE International Conference on Big Data (IEEE Big Data 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Investigation on effect of excess buy orders using agent-based model2022

    • Author(s)
      Yoshito Noritake, Takanobu Mizuta, Ryuta Hemmi;,Shota Nagumo, Kiyoshi Izumi
    • Organizer
      The 9th International Conference on Behavioural and Social Computing (BESC)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Concept and Practice of Artificial Market Data Mining Platform2022

    • Author(s)
      Masanori HIRANO, Hiroki SAKAJI, Kiyoshi IZUMI
    • Organizer
      2022 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Implementation of Actual Data for Artificial Market Simulation2022

    • Author(s)
      Masanori Hirano, Hiroki Sakaji, Kiyoshi Izumi
    • Organizer
      The 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Graph Representation Learning of Banking Transaction Network with Edge Weight-Enhanced Attention and Textual Information2022

    • Author(s)
      Naoto Minakawa, Kiyoshi Izumi, Hiroki Sakaji, Hitomi Sano
    • Organizer
      The 2nd Workshop on Financial Technology on the Web (Fin-Web 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] BERTとGATを用いた金融テキストにおける因果関係を含む文の判定2022

    • Author(s)
      小林涼太郎, 坂地泰紀, 和泉潔
    • Organizer
      言語処理学会 第29回年次大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 異なる単語分割システムによる日本語事前学習言語モデルの性能評価2022

    • Author(s)
      鈴木雅弘, 坂地泰紀, 和泉潔
    • Organizer
      言語処理学会 第29回年次大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 人流データを用いた自動車サプライチェーン異常指数の構築2022

    • Author(s)
      上田翼, 和泉潔, 坂地泰紀
    • Organizer
      第30回人工知能学会金融情報学研究会(SIG-FIN)
    • Related Report
      2022 Annual Research Report
  • [Presentation] 電力市場シミュレーションを用いた発電・蓄電・DR を組み合わせた大口需要家による電力調達戦略分析2022

    • Author(s)
      程竜, 和泉潔, 平野正徳
    • Organizer
      第30回 人工知能学会 金融情報学研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Transaction prediction by using graph neural network and textual industry information2022

    • Author(s)
      Naoto Minakawa, Kiyoshi Izumi, Hiroki Sakaji, Hitomi Sano
    • Organizer
      The 36th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 天候データを用いた機械学習に基づく小売業種売上のナウキャスティング2022

    • Author(s)
      水門善之, 田邊洋人, 和泉潔
    • Organizer
      人工知能学会第126回知識ベースシステム研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] コロナ禍におけるTwitter情報を用いた感情値の計測と人出の関係2022

    • Author(s)
      水門善之, 田邊洋人, 和泉潔
    • Organizer
      2022年度人工知能学会全国大会(第36回)
    • Related Report
      2022 Annual Research Report
  • [Presentation] 人工衛星観測データに基づくCO2濃度推計値の経済活動把握における有効性2022

    • Author(s)
      水門善之, 田邊洋人, 和泉潔
    • Organizer
      日本経済学会 2022年度春季大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] ソーシャルメディア情報を用いたコロナ禍における感情計測と人出の関係2022

    • Author(s)
      水門善之, 田邊洋人, 和泉潔
    • Organizer
      人工知能学会第43回社会におけるAI研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] GANを用いた人工市場シミュレーションの定量的評価に向けて2022

    • Author(s)
      平野正徳,和泉潔
    • Organizer
      Symposium on Multi Agent Systems for Harmonization (SMASH)
    • Related Report
      2022 Annual Research Report
  • [Presentation] テキストマイニングとは? 政策の企画・立案における応用可能性2022

    • Author(s)
      久野遼平
    • Organizer
      経済産業省ワークショップ
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Twitter-based Classification of Political Ideologies for US Political Activists2022

    • Author(s)
      Jinghui Chen, Takayuki Mizuno
    • Organizer
      第1回計算社会科学会大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 企業と顧客の党派性とロビー活動の推定にむけて2022

    • Author(s)
      陳景慧, 水野貴之
    • Organizer
      mimd研究集会:Data-driven mathematical science:経済物理学とその周辺
    • Related Report
      2021 Annual Research Report
  • [Presentation] The Bank of Japan's Balance Sheet2021

    • Author(s)
      Kosuke Aoki
    • Organizer
      Research Handbook of Financial Markets Conference (online)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Incomplete information robustness2021

    • Author(s)
      Stephen Morris, Takashi Ui
    • Organizer
      GAMES 2020 (the 6th World Congress of the Game Theory Society)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Household Inventory, Temporary Sales, and Price Indices2021

    • Author(s)
      Kozo Ueda
    • Organizer
      NBER Japan Project
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Echo Chambers and American and Chinese Public Diplomacy during the COVID-19 Era2021

    • Author(s)
      Takayuki Mizuno, Shuhei Kurizaki, Shohei Doi, and Masashi Toyoda
    • Organizer
      IC2S2-2021: 7TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SOCIAL SCIENCE
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Echo Chambers and American and Chinese Public Diplomacy during the COVID-19 Era2021

    • Author(s)
      Shuhei Kurizaki, Shohei Doi, and Takayuki MIzuno
    • Organizer
      2021 American Political Science Association Annual Meeting
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Hawkes process marked with topic and its application to Twitter data analysis2021

    • Author(s)
      Masatoshi Goda, Takayuki Mizuno, and Ryosuke Yano
    • Organizer
      Complex Networks 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] コロナ禍の偽情報パブリック・ディプロマシー2021

    • Author(s)
      水野貴之
    • Organizer
      JIMS分析的マーケティング研究会
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] Economic Causal-Chain Search and Economic Indicator Prediction using Textual Data2021

    • Author(s)
      Kiyoshi Izumi, Hitomi Sano, and Hiroki Sakaji
    • Organizer
      The 3rd Financial Narrative Processing Workshop (FNP 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 因果情報を用いた経済数値予測2021

    • Author(s)
      和泉潔, 坂地泰紀, 佐野仁美
    • Organizer
      第35回人工知能学会全国大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 因果情報を用いた経済数値予測2021

    • Author(s)
      和泉潔, 佐野仁美, 坂地泰紀
    • Organizer
      第27回人工知能学会金融情報学研究会(SIG-FIN)
    • Related Report
      2021 Annual Research Report
  • [Presentation] テキストとネットワークマイニングによる法の構造分析2021

    • Author(s)
      久野遼平
    • Organizer
      ネットワーク科学研究会2021
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] Household Inventory, Temporally Sales, and Price Indices2021

    • Author(s)
      Kozo Ueda, Kota Watanabe, and Tsutomu Watanabe
    • Organizer
      一橋大学マクロ金融ワークショップ
    • Related Report
      2021 Annual Research Report
  • [Presentation] Oligopolistic Competition, Price Rigidity, and Monetary Policy2021

    • Author(s)
      Kozo Ueda and Kota Watanabe
    • Organizer
      Seventh Annual CIGS End of Year Macroeconomic Conference
    • Related Report
      2021 Annual Research Report
  • [Presentation] 安全保障の視点からのソーシャルメディア分析2021

    • Author(s)
      水野貴之
    • Organizer
      内閣官房・内閣情報調査室セミナー
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] Consumer Inventory and the Cost of Living Index: Theory and Some Evidence from Japan2020

    • Author(s)
      Watanabe Tsutomu
    • Organizer
      Fifth Annual JEN Conference
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] How Large is the Demand for Money at the ZLB? Evidence from Japan2020

    • Author(s)
      Watanabe Tsutomu
    • Organizer
      Fifth Annual JEN Conference
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The Welfare Implications of Massive Money Injection: The Japanese Experience from 2013 to 20202020

    • Author(s)
      Watanabe Tsutomu
    • Organizer
      Thirty second AEPR conference
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Consumer Inventory and the Cost of Living Index: Evidence from Japan2020

    • Author(s)
      Watanabe Tsutomu
    • Organizer
      Meeting of the Group of Experts on Consumer Price Indices
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Personalized Pricing in Online Markets: Evidence from Korea2020

    • Author(s)
      Watanabe Tsutomu
    • Organizer
      Meeting of the Group of Experts on Consumer Price Indices
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Consumer Inventory and the Cost of Living Index: Theory and Some Evidence from Japan2020

    • Author(s)
      Watanabe Tsutomu
    • Organizer
      NBER Japan Project Meeting
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Consumers’ Price Beliefs, Central Bank Communication, and Inflation Dynamics2020

    • Author(s)
      Aoki Kosuke, Ichiue Hibiki, Okuda Tatsushi
    • Organizer
      日本経済学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Incomplete Information Robustness2020

    • Author(s)
      Morris Stephen, Ui Takashi
    • Organizer
      The Econoemtric Society / Bocconi University World Congress
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Consumer Inventory and the Cost of Living Index: Theory and Some Evidence from Japan2020

    • Author(s)
      Ueda Kozo
    • Organizer
      Econometric Society World Congress
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SNSに広がる米中の分極化とエコーチェンバー - コロナは米中を分極化させたか? -2020

    • Author(s)
      水野貴之, 土井翔平, 栗崎周平, 豊田正史
    • Organizer
      2020年度第2回明治大学MIMS研究会「Data-driven Mathematical Sciences:経済物理とその周辺」
    • Related Report
      2020 Annual Research Report
  • [Presentation] Withコロナ,地域・産業の外出はどこまで回復したか?2020

    • Author(s)
      水野貴之, 大西立顕, 渡辺努
    • Organizer
      2020年度経済・社会への分野横断的研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 因果チェーンとネットワーク学習によるソースごとのCOVID19に関する捉え方の違いの抽出2020

    • Author(s)
      久野遼平, 坂地泰紀
    • Organizer
      東京大学金融教育研究センター・日本銀行調査統計局共催ビッグデータフォーラム
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 経済ノレッジグラフとニュースを利用した社会的責任投資2020

    • Author(s)
      久野遼平
    • Organizer
      電子情報通信学会, 第16回テキストアナリティクス・シンポジウム
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] Nondiagonal Mixture of Dirichlet Network Distributions for Analyzing a Stock Ownership Network2020

    • Author(s)
      Zhang Wenning, Hisano Ryohei, Ohnishi Takaaki, Mizuno Takayuki
    • Organizer
      Complex Networks 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Identifying the Hierarchical Influence Structure Behind Smart Sanctions Using Network Analysis2020

    • Author(s)
      Hisano Ryohei, Iyetomi Hiroshi, Mizuno Takayuki
    • Organizer
      Social Informatics - 12th International Conference SocInfo 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 異質情報ネットワークを用いた社会的責任投資2020

    • Author(s)
      久野遼平
    • Organizer
      第11回計算社会科学とその周辺セミナ ー
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Word-level Contextual Sentiment Analysis with Interpretability2020

    • Author(s)
      Tomoki Ito, Kota Tsubouchi, Hiroki Sakaji, Kiyoshi Izumi, Tatsuo Yamashita
    • Organizer
      The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Consumer Inventory and the Cost of Living Index: Evidence from Japan2020

    • Author(s)
      Tsutomu Watanabe
    • Organizer
      Meeting of the Group of Experts on Consumer Price Indices
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Personalized Pricing in Online Markets: Evidence from Korea2020

    • Author(s)
      Tsutomu Watanabe
    • Organizer
      Meeting of the Group of Experts on Consumer Price Indices
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Consumer Inventory and the Cost of Living Index: Theory and Some Evidence from Japan2020

    • Author(s)
      Tsutomu Watanabe
    • Organizer
      NBER Japan Project Meeting
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Detecting Stock Market Bubbles based on the Cross-Sectional Dispersion of Stock Prices2019

    • Author(s)
      Takayuki Mizuno, Takaaki Ohnishi, Tsutomu Watanabe
    • Organizer
      The 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Stock Price Analysis Using Combination of Analyst Reports and Several Documents2019

    • Author(s)
      Masahiro Suzuki, Toshiya Katagi, Hiroki Sakaji, Kiyoshi Izumi, Yasushi Ishikawa
    • Organizer
      The 2nd International Workshop on Cross-disciplinary Data Exchange and Collaboration (CDEC 2019), in conjunction with IEEE ICDM 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Causal Sentence Extraction from Multilingual Texts Using End-to-End LSTM Models2019

    • Author(s)
      Yuta Niki, Hiroki Sakaji, Kiyoshi Izumi, Hiroyasu Matsushima
    • Organizer
      The 2nd International Workshop on Cross-disciplinary Data Exchange and Collaboration (CDEC 2019), in conjunction with IEEE ICDM 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The New Normal? Lessons from Japan2019

    • Author(s)
      Kiyohiko G. Nishimura
    • Organizer
      Business Arena Stockholmコンファレンス
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Economic Causal-Chain Search using Text Mining Technology2019

    • Author(s)
      Kiyoshi Izumi, Hiroki Sakaji
    • Organizer
      The First Workshop on Financial Technology and Natural Language Processing (FinNLP) in conjunction with IJCAI 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Financial Text Data Analytics Framework for Business Confidence indices and Inter-Industry Relations2019

    • Author(s)
      Hiroki Sakaji, Ryota Kuramoto, Hiroyasu Matsushima, Kiyoshi Izumi, Takashi Shimada, Keita Sunakawa
    • Organizer
      The First Workshop on Financial Technology and Natural Language Processing (FinNLP) in conjunction with IJCAI 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Learning Topic Models by Neighborhood Aggregation2019

    • Author(s)
      Ryohei Hisano
    • Organizer
      IJCAI 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Reallocation Effects of Monetary Policy2019

    • Author(s)
      Koki Oikawa, Kozo Ueda
    • Organizer
      The Society for Economics Dynamics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Economic Causal Chain and Predictable Stock Returns2019

    • Author(s)
      Kei Nakagawa, Shingo Sashida, Hiroki Sakaji, Kiyoshi Izumi
    • Organizer
      7th International Conference on Smart Computing and Artificial Intelligence (SCAI 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of Macro Economic Uncertainty from News Text with Financial Market2019

    • Author(s)
      Kyoto Yono, Kiyoshi Izumi, Hiroki Sakaji, Takashi Shimada, Hiroyasu Matsushima
    • Organizer
      7th International Conference on Smart Computing and Artificial Intelligence (SCAI 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Extraction of Future-Oriented Sentences from Annual Reports2019

    • Author(s)
      Yoshinori Tanaka, Syunya Kodera, Fumihito Sato, Hiroki Sakaji, Kiyoshi Izumi
    • Organizer
      7th International Conference on Smart Computing and Artificial Intelligence (SCAI 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Online and Offline Prices in Korea2019

    • Author(s)
      Tsutomu Watanabe
    • Organizer
      Bank of Korea Seminar
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Consumers' Price Beliefs, Central Bank Communication, and Inflation Dynamics2019

    • Author(s)
      Kosuke Aoki, Hibiki Ichiue, Tatsushi Okuda
    • Organizer
      25th International Conference Computing in Economics and Finance (The Society for Computational Economics)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Measuring Macroeconomic Uncertainty from News Text by Supervised LDA for Investor’s Decision Making2019

    • Author(s)
      Yono Kyoto, Kiyoshi Izumi, Hiroki Sakaji, Takashi Shimada, Hiroyasu Matsushima
    • Organizer
      International Conference on Decision Economics (DECON)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Decentralizability of Efficient Allocations with Heterogeneous Forecasts2019

    • Author(s)
      Atsushi Kajii
    • Organizer
      Asian Meeting of the Econometric Society
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] House Price Dispersion in Boom-Bust Cycles: Evidence from Tokyo2019

    • Author(s)
      Tsutomu Watanabe
    • Organizer
      2019 JEA Spring Meeting
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 経済因果チェーン検索のシステム紹介と応用2019

    • Author(s)
      和泉潔, 坂地泰紀
    • Organizer
      2019年度人工知能学会全国大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Supervised LDA モデルによるニューステキストを 用いたマクロ経済不確実性指数の構築2019

    • Author(s)
      余野京登,和泉潔,坂地泰紀,島田尚,松島裕康
    • Organizer
      2019年度人工知能学会全国大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 有価証券報告書からの未来志向 文の抽出2019

    • Author(s)
      小寺俊哉,田中良典,佐藤史仁,佐久間洋明,坂地泰紀,和泉潔
    • Organizer
      2019年度人工知能学会全国大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 新聞記事からの因果関係を考慮したア ナリストレポートの自動要約文生成2019

    • Author(s)
      高嶺航,和泉潔,坂地泰紀,松島裕康,島田尚,清水康弘
    • Organizer
      2019年度人工知能学会全国大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Term Structure Models During the Global Financial Crisis: A Parsimonious Text Mining Approach2019

    • Author(s)
      Kiyohiko G. Nishimura
    • Organizer
      D-TEA (Decision: Theory, Experiments, and Applications)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Stockpiling and Price Index for Storable Goods2019

    • Author(s)
      Tsutomu Watanabe, Kozo Ueda, Kota Watanabe
    • Organizer
      16th Meeting of the Ottawa Group
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Japanese Long-Term Interest Rate Forecast Considering the Connection between the Japanese and US Yield Curve2019

    • Author(s)
      Yoshiyuki Suimon, Hiroki Sakaji, Kiyoshi Izumi, Takashi Shimada, Hiroyasu Matsushima
    • Organizer
      2019 IEEE Conference on Computational Intelligence for Financial Engineering and Economics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Word-level Sentiment Visualizer for Financial Documents2019

    • Author(s)
      Tomoki Ito, Kota Tsubouchi, Hiroki Sakaji, Tatsuo Yamashita, Kiyoshi Izumi
    • Organizer
      2019 IEEE Conference on Computational Intelligence for Financial Engineering and Economics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Extraction of Focused Topic and Sentiment of Financial Market by using Supervised Topic Model for Price Movement Prediction2019

    • Author(s)
      Kyoto Yono, Kiyoshi Izumi, Hiroki Sakaji, Hiroyasu Matsushima, Takashi Shimada
    • Organizer
      2019 IEEE Conference on Computational Intelligence for Financial Engineering and Economics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Formation of Consumer Inflation Expectations: Evidence from Japan's Deflation Experience2019

    • Author(s)
      Tsutomu Watanabe
    • Organizer
      BOJ-UTokyo Joint Conference on Issues on Recent Changes in Price Dynamics
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Consumers' Price Beliefs, Central Bank Communication, and Inflation Dynamics2019

    • Author(s)
      Kosuke Aoki, Hibiki Ichiue, Tatsushi Okuda
    • Organizer
      BOJ-UTokyo Joint Conference on Issues on Recent Changes in Price Dynamics
    • Related Report
      2019 Annual Research Report
  • [Presentation] Decentralizability of Efficient Allocations with Heterogeneous Forecasts2019

    • Author(s)
      Atsushi Kajii
    • Organizer
      SMU Economic Theory Workshop
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Intertemporal Efficiency Does Not Imply a Common Price Forecast: a Re-Examination of Rational Expectations2019

    • Author(s)
      Atsushi Kajii
    • Organizer
      New York University Abu Dhabi, Economics Seminar
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Structural Reforms, Innovation and Economic Growth2019

    • Author(s)
      Kosuke Aoki, Naoko Hara, Maiko Koga
    • Organizer
      Annual Meeting of American Economic Association Atlanta
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Intertemporal Efficiency Does Not Imply a Common Price Forecast2018

    • Author(s)
      Atsushi Kajii
    • Organizer
      The University of Hong Kong, Faculty of Business and Economics Seminar
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Intertemporal Efficiency Does Not Imply a Common Price Forecast2018

    • Author(s)
      Atsushi Kajii
    • Organizer
      The Chinese University of Hong Kong, Department of Economics Seminar
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Intertemporal Efficiency Does Not Imply a Common Price Forecast2018

    • Author(s)
      Atsushi Kajii
    • Organizer
      Hong Kong Baptist University, School of Business Seminar
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Why are Interest Rates So Low? Secular Stagnation vs. Secular Innovation2018

    • Author(s)
      Tsutomu Watanabe
    • Organizer
      Symposium on Building the Financial System of the 21st Century: An Agenda for Japan and the United states
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Inflation Dynamics in Japan and Korea2018

    • Author(s)
      Tsutomu Watanabe
    • Organizer
      Bank of Korea Workshop on Scanner Data
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] ビッグデータ・機械学習と経済分析2018

    • Author(s)
      和泉潔
    • Organizer
      2018年度日本経済学会秋季大会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Analyzing Economic Texts using Network Based Topic Models2018

    • Author(s)
      Ryohei Hisano
    • Organizer
      23rd International Conference on Computational Statistics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The Effects of Information Reliability on Financial Market2018

    • Author(s)
      Joomi Jun, Takayuki Mizuno
    • Organizer
      The 23rd Annual Workshop on the Economic Science with Heterogeneous Interacting Agents
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Current Economic Conditions and Long-Run Effects of Extraordinary Monetary Policy As Seen From Japan2018

    • Author(s)
      Kiyohiko G. Nishimura
    • Organizer
      2018 Financial Management Association European Conference
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 金融レポート、およびマクロ経済指数による日銀センチメント指数の構築2018

    • Author(s)
      余野 京登, 和泉 潔, 坂地 泰紀
    • Organizer
      人工知能学会全国大会2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] ロイターニュース記事からの因果関係抽出の試み2018

    • Author(s)
      坂地 泰紀, ベネットジェイスン, 宮尾 祐介, 和泉 潔
    • Organizer
      人工知能学会全国大会2018
    • Related Report
      2018 Annual Research Report
  • [Book] ネットワーク学習から経済と法分析へ2024

    • Author(s)
      久野遼平, 大西立顕, 渡辺努
    • Publisher
      サイエンス社
    • Related Report
      2022 Annual Research Report
  • [Book] 日本の物価・資産価格: 価格ダイナミクスの解明2023

    • Author(s)
      渡辺努, 清水千弘
    • Total Pages
      464
    • Publisher
      東京大学出版会
    • ISBN
      9784130403108
    • Related Report
      2022 Annual Research Report
  • [Book] 世界インフレの謎2022

    • Author(s)
      渡辺努
    • Total Pages
      264
    • Publisher
      講談社
    • ISBN
      9784065294383
    • Related Report
      2022 Annual Research Report
  • [Book] 異常検知からリスク管理へ2022

    • Author(s)
      山西健司, 久野遼平, 島田敬士, 峰松翼, 井手剛
    • Total Pages
      193
    • Publisher
      サイエンス社
    • ISBN
      9784781915463
    • Related Report
      2022 Annual Research Report
  • [Book] 入門オルタナティブデーターー経済の今を読み解く2022

    • Author(s)
      渡辺 努、辻中 仁士
    • Total Pages
      256
    • Publisher
      日本評論社
    • ISBN
      4535540233
    • Related Report
      2021 Annual Research Report
  • [Book] 物価とは何か2022

    • Author(s)
      渡辺 努
    • Total Pages
      336
    • Publisher
      講談社
    • ISBN
      4065267145
    • Related Report
      2021 Annual Research Report
  • [Book] 経済史・経営史研究入門「マクロ経済学を用いて経済史実を理解する」2022

    • Author(s)
      岡崎 哲二、中林 真幸、城山 智子、山本 浩司、松島 斉、青木 浩介、市村 英彦、粕谷 誠、谷本 雅之、小島 庸平、小野塚 知二、中村 尚史
    • Total Pages
      325
    • Publisher
      有斐閣
    • ISBN
      464116584X
    • Related Report
      2021 Annual Research Report
  • [Book] 医学のあゆみ 医療におけるフェイクニュース対策 - SNSにおいて信用できる情報とは2020

    • Author(s)
      水野貴之
    • Total Pages
      1029
    • Publisher
      医歯薬出版株式会社
    • Related Report
      2020 Annual Research Report
  • [Book] 統計 危機と改革2020

    • Author(s)
      西村淸彦, 山澤成康, 肥後雅博
    • Total Pages
      304
    • Publisher
      日経BP 日本経済新聞出版本部
    • ISBN
      9784532135089
    • Related Report
      2020 Annual Research Report
  • [Book] Property Price Index: Theory and Practice, Advances in Japanese Business and Economics2019

    • Author(s)
      Tsutomu Watanabe, Erwin Diewert, Kiyohiko Nishimura, Chihiro Shimizu
    • Total Pages
      360
    • Publisher
      Springer
    • ISBN
      9784431559405
    • Related Report
      2019 Annual Research Report
  • [Book] 現代経済学の潮流 2019「ビッグデータ・機械学習と経済分析」2019

    • Author(s)
      新谷元嗣,伊神満,北川透,和泉潔,宮川大介
    • Total Pages
      264
    • Publisher
      東洋経済新報社
    • ISBN
      9784492315170
    • Related Report
      2019 Annual Research Report
  • [Book] 現代経済学の潮流2018「情報設計問題とLQGゲーム」2018

    • Author(s)
      宇井貴志
    • Total Pages
      276
    • Publisher
      東洋経済新報社
    • ISBN
      4492315098
    • Related Report
      2018 Annual Research Report
  • [Remarks] 対話型中央銀行制度の設計

    • URL

      https://www.centralbank.e.u-tokyo.ac.jp/

    • Related Report
      2022 Annual Research Report
  • [Remarks] 「対話型中央銀行制度の設計」ホームページ

    • URL

      https://www.centralbank.e.u-tokyo.ac.jp/

    • Related Report
      2021 Annual Research Report 2020 Annual Research Report 2019 Annual Research Report 2018 Annual Research Report

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Published: 2018-06-12   Modified: 2025-02-04  

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