Big Data Analytics

Research Papers

By Year

2018

  • Tokyo Metropolitan University
    Kohei Arimoto and Hidenori Watanave

    Geo-visualization of Hierarchical Time Series Inter-Municipality Transaction (peer reviewed)

    Journal of the Japan Society for Digital Archive

  • University of Tsukuba
    Keisuke Takano, Morito Tsutsumi, Yasuaki Kikukawa

    Spatial Modeling of Industrial Location Determinants in Japan : Empirical Analysis Using Spatial Econometric Approaches (peer reviewed)

    Urban & Regional Development Studies (Vol.30 No.1）

  • Tokyo Institute of Technology
    Koutarou Tamura, Hideki Takayasu, Misako Takayasu

    Diffusion-localization transition caused by nonlinear transport on complex networks (peer reviewed)

    Scientific Reports 8(5517)

  • Shinya Kitamura

    An Empirical Analysis of Inter-firm Business Transactions Network in Kansai Region of Japan

    Small and Medium Enterprise Quarterly Report, Osaka University of Economics, Small and Medium Enterprise Management Institute

2017

  • University of Tsukuba
    Yasuaki Kikukawa, Keisuke Takano, and Morito Tsutsumi

    Detection of Economic Areas in Japan Using Inter-firm Transaction Data

    Proceedings of European Regional Science Association’s 57th Congress

  • University of Tsukuba
    Akihiro Hamamoto and Tomomi Kito

    Investigation of Composition and Structure of Industrial and Regional Clusters via Community Analysis of an Inter-firm Network

    Special Interest Group on Emergent Intelligence on Network (JWEIN2017)

  • Tokyo Institute of Technology
    Hayato Goto, Eduardo Viegas, Henrik Jeldtoft Jensen, Hideki Takayasu, and Misako Takayasu

    Appearance of Unstable Monopoly State Caused by Selective and Concentrative Mergers in Business Networks (peer reviewed)

    Scientific Reports

  • Tokyo Institute of Technology
    Julian Maluck, Reik V. Donner, Hideki Takayasu, and Misako Takayasu

    Motif Formation and Industry Specific Topologies in the Japanese Business Firm Network (peer reviewed)

    Journal of Statistical Mechanics

  • Tokyo Institute of Technology
    Hirokazu Kawamoto, Hideki Takayasu, and Misako Takayasu

    Network Anatomy Controlling Abrupt-like Percolation Transition (peer reviewed)

    Scientific Reports

  • Tokyo Institute of Technology
    Nicky Zachariou, Paul Expert, Misako Takayasu, and Kim Christensen

    Generalized Sandpile Dynamics on Artificial and Real-World Directed Networks (peer reviewed)

    PLos ONE

  • Tokyo Institute of Technology
    Takaya Ohsato, Kaya Akagi, and Hiroshi Deguchi

    Construction of Input-output Tables Using Inter-firm Transactions Data and Business Location Information – An Empirical Analysis (peer reviewed)

    Institute of Measurement and Automation Control System / Information Section 12th Society System Committee Workshop Papers

  • Tokyo Institute of Technology
    Hayato Goto, Hideki Takayasu, and Misako Takayasu

    Estimating Risk Propagation Between Interacting Firms on Inter-firm Complex Network

    PLoS ONE12(10): e0185712 2017

  • Tokyo Institute of Technology
    Shihan Wang, Izabela Moise, Dirk Helbing, and Takao Terano

    Early Signals of Trending Rumor Event in Streaming Social Media (peer reviewed)

    Procs. SSERV: The 4th IEEE International COMPSAC Workshop on Social Services through Human and Artificial Agent Models,pp. 654-659

  • Tokyo Institute of Technology
    Shihan Wang, Mohsen Jafari Songhori, Shuang Chang, and Takao Terano

    How Triangle Structure in Inter-Firm Human Network Affects Bankruptcy Evolution: An Agent-Based Simulation Study with Real and Artificial Data (peer reviewed)

    Proceedings of the AHFE 2017 International Conference on Human Factors in Simulation and Modeling. Vol.591(285-296)

  • Tokyo Institute of Technology
    Takaya Ohsato, Kaya Akagi, and Hiroshi Deguchi

    Developing an Input-Output Table Generation Algorithm from a Large Scale Company Database in Japan: How to Deal with Ambiguous Export and Import Information (peer reviewed)

    Proceedings of The Japanese Society for Artificial Intelligence 2017(AI-Biz 2017)

  • Tokyo University
    Ryo Fukuda, Tetsuo Kidokoro, and Fumihiko Sera

    Mutual Connections of Economic Zones Based on Inter-Firm Relationships in Japan (peer reviewed)

    The Japan Association of Economic Geographers Annual Report

  • Tokyo University
    Yamamoto, Y., Akiyama, Y. and Shibasaki, R.

    Estimation of Inter-regional Money Flow Process Using Inter-firm Transaction Big Data and People Flow Big Data (peer reviewed)

    CUPUM2017 Conference Proceedings

  • The University of Tokyo, Sakata laboratory
    Taro Oka, Hajime Sasaki, and Ichiro Sakata

    Identifying Influencers of Corporate Performance in Inter-firm Networks (peer reviewed)

    2017 Portland International Conference on Management of Engineering and Technology (PICMET)

  • The University of Tokyo, Sakata laboratory
    Hajime Sasaki and Ichiro Sakata

    Prediction of Business Partners Using an n-gram-based Approach that Combines a Network Model and Linear Model of a Supply Chain (peer reviewed)

    2017 Portland International Conference on Management of Engineering and Technology

  • The University of Tokyo, Sakata laboratory
    Hiroko Yamano, Hajime Sasaki, and Ichiro Sakata

    Metabolism of Inter-firm Transactions in Regional Network (peer reviewed)

    2017 Portland International Conference on Management of Engineering and Technology

  • The University of Tokyo, Sakata laboratory
    Makito Kobayashi, Kimitaka Asatani, Hajime Sasaki, Junichiro Mori, and Ichiro Sakata

    Corporate Growth Analysis and Corporate Relationship Extraction Using Transaction Network Information

    The 31st Annual Conference of the Japanese Society for Artificial Intelligence (2017)

2016

  • Tokyo Metropolitan University
    Kohei Arimoto and Hidenori Watanave

    Visualization of Hierarchical Transaction Structure with Digital Earth (peer reviewed)

    The Journal of The Institute of Image Information and Television Engineers

  • University of Tsukuba
    Yasuaki Kikukawa, Keisuke Takano, and Morito Tsutsumi

    Application of Inter-firm Transaction Micro Data to Measuring Industrial Agglomeration

    Proceedings of European Regional Science Association 56th Congress

  • University of Tsukuba
    Yasuaki Kikukawa, Keisuke Takano, and Morito Tsutsumi

    Evaluating Industrial Agglomeration via Inter-firm Micro Transaction Data

    Proceedings of Asian Seminar in Regional Science

  • Tokyo Institute of Technology
    Taisei Mukai and Takao Terano

    Modeling Decentralized Inter-organizational Business StructuresThrough Agent-based Simulation (peer reviewed)

    Proceedings of World Automation Congress

  • Tokyo Institute of Technology
    Takaya Ohsato, Kaya Akagi, and Hiroshi Deguchi

    Input-Output Table Constructed with Private Business Establishment on Company Information Data (peer reviewed)

    Proceedings of The Japanese Society for Artificial Intelligence 2016(AI-Biz 2016)

  • Tokyo Institute of Technology
    Takaya Ohsato, Kaya Akagi, and Hiroshi Deguchi

    Comparative Study of Input-output Table of Ministries with Input-output Table Compiled with Private Business Data (peer reviewed)

    Society of Instrument and Control Engineers (SICE), Information Department Proceedings of the 10th Social System Committee Workshop

  • Tokyo Institute of Technology
    Takaya Ohsato, Kaya Akagi, and Hiroshi Deguchi

    To Improve Comprehensiveness of Input-output Table with Private Business Data and Consideration of Changes in Industrial Linkage Structure (peer reviewed)

    Society of Instrument and Control Engineers (SICE), Information Department Proceedings of the 10th Social System Committee Workshop

  • Tokyo Institute of Technology
    Takaya Ohsato, Kaya Akagi, and Hiroshi Deguchi

    Survey for Changes and Causes of Local Economies Using Input-Output Table Constructed with Private Company Data

    Proceedings of International Conference on Economic Theory and Policy

  • Fukken Co., Ltd.
    Keisuke Sato, Yasuaki Kikugawa, and Junji Koike

    Comparing Official Statistics on the Flow of Goods and Services with Inter-firm Transactions Data (peer reviewed)

    Public Works Association Proceedings D3 (Civil Engineering Science)

2015

  • University of Tsukuba
    Yasuaki Kikukawa and Tsutsumi Morito

    Use of Inter-firm Transactions Data to Identify Business Relationships Between Business Establishments and its Usefulness for Policy

    The 51st Civil Engineering Studies Research Presentation · Lecture Collection

  • University of Tsukuba
    Yasuaki Kikukawa and Tsutsumi Morito

    Estimation of Business Relationship by Business Location and Estimation of Industry Statistics from the View Point of Trading Distance

    2015 Regional Academic Research Conference

  • Tokyo Institute of Technology
    Hayato Goto, Hideki Takayasu, and Misako Takayasu

    Empirical Analysis of Firm-Dynamics on Japanese Inter-firm Trade Network (peer reviewed)

    Proceedings of the International Conference on Social Modeling and Simulation; and Econophysics Colloquium 2014

  • Tokyo Institute of Technology
    Hirokazu Kawamoto, Hideki Takayasu, and Misako Takayasu

    Analysis of Network Robustness for a Japanese Business Relation Network by Percolation Simulation (peer reviewed)

    Proceedings of the International Conference on Social Modeling and Simulation; and Econophysics Colloquium 2014

  • Tokyo Institute of Technology
    Koutarou Tamura, Hideki Takayasu, and Misako Takayasu

    Extraction of Conjugate Main-stream Structures from a Complex Network Flow (peer reviewed)

    Physical Review E

  • Tokyo Institute of Technology
    Hirokazu Kawamoto, Hideki Takayasu, Henrik Jeldtoft Jensen, and Misako Takayasu

    Precise Calculation of a Bond Percolation Transition and Survival Rates of Nodes in a Complex Network (peer reviewed)

    PLos ONE

  • Tokyo Institute of Technology
    Hayato Goto and Misako Takayasu

    Simulations of Network overflow Transportation Problem, and Robustness Evaluation Using Inter-firm Trading Network Data (peer reviewed)

    Operations research

  • Tokyo Institute of Technology
    Shihan Wang and Takao Terano

    Detecting Rumor Patterns in Streaming Social Media (peer reviewed)

    Proc. 2015 IEEE International Conference on Big Data

  • Tokyo Institute of Technology
    Shihan Wang, Mohsen Jafari Songhori, Shuang Chang, and Takao Terano

    The Impact of Human Relationship on Bankruptcy-related Evolution in Inter-firm Trade Network (peer reviewed)

    Proceedings of the 2016 Winter Simulation Conference

  • Tokyo Institute of Technology
    Kaya Akagi and Hiroshi Deguchi

    Comparative Study of Input-Output Table of Ministries with Input-output Table Compiled with Private Business Data (peer reviewed)

    SICE Journal of Control Measurement , and System Integration

  • The University of Tokyo
    Ryo Fukuda, Tetsuo Kidokoro, and Ryo Sato

    Peculiarity on the Structure of Metropolitan Areas Based on Networks of Inter-firm Deals (peer reviewed)

    Journal of City Planning Institute of Japan Vol50(3)

  • The University of Tokyo
    Akeyama, Y., Akiyama, Y. and Shibasaki, R.

    A New Method of Estimating Locality of Industry Cluster Regions Using Large-scale Business Transaction Data (peer reviewed)

    Proceedings of CUPUM

  • The University of Tokyo
    Ritsu Sakuramachi, Naoya Fujiwara, Shota Fujishima., Yuki Akiyama, and Ryosuke Shibasaki

    Communities in an Inter-firm Network and Their Geographical Perspectives (peer reviewed)

    Proceedings of CUPUM

  • The University of Tokyo
    Ritsu Sakuramachi, Naoya Fujiwara, Shota Fujishima., Yuki Akiyama, and Ryosuke Shibasaki

    Communities in an Inter-firm Network and Their Geographical Perspectives (peer reviewed)

    Japan Geography Society Collection of Abstracts

  • Producer: Takeshi Souda
    Director: Shinya Kitamura and Kinya Tagawa
    Designers: Minoru Sakurai, Shota Matsuda, Hironobu Kimura, and Kohei Arimoto

    Big Data Visualizer [Prototyping System for Regional Economy and Society Bigdata Visualization System]

    Good Design Gold Award

2014

  • Tokyo Institute of Technology
    Misako Takayasu, Hayafumi Watanabe, and Hideki Takayasu

    Generalized Central Limit Theorems for Growth Rate Distribution of Complex Systems (peer reviewed)

    Journal of Statistical Physics

  • Tokyo Institute of Technology
    Koutarou Tamura and Misako Takayasu

    Modelling Money Flow on an Inter-firm Trading Network and Its Numerical Simulation

    Journal of Japan Society of Simulation Technology

2013

  • Tokyo Institute of Technology
    Hayafumi Watanabe, Hideki Takayasu, and Misako Takayasu

    Relations Between Allometric Scalings and Fluctuations in Complex Systems: The Case of Japanese Firms (peer reviewed)

    Physica A

2012

  • Tokyo Institute of Technology
    Koutarou Tamura, Wataru Miura, Misako Takayasu, Hideki Takayasu, Satoshi Kitajima, and Hayato Goto

    Estimation of Flux Between Interacting Nodes on Huge Inter-firm Networks (peer reviewed)

    International Journal of Modern Physics: Conference Series

  • Tokyo Institute of Technology
    Wataru Miura, Hideki Takayasu, and Misako Takayasu

    The Origin of Asymmetric Behavior of Money Flow in the Business Firm Network (peer reviewed)

    The European Physical Journal Special Topics

  • Tokyo Institute of Technology
    Koutarou Tamura, Wataru Miura, Hideki Takayasu, Satoshi Kitajima, Hayato Goto, and Misako Takayasu

    Money-Transport on a Japanese Inter-firm Networks: Estimating Sales from the Adjacency Matrix (peer reviewed)

    Proceedings of The Asia Pacific Symposium on Intelligent and Evolutionary Systems Kyoto Japan

  • Tokyo Institute of Technology
    Hirokazu Kawamoto, Koutarou Tamura, Hideki Takayasu, and Misako Takayasu

    Importance of Bridges in the Structure of Complex Networks (peer reviewed)

    Proceedings of The Asia Pacific Symposium on Intelligent and Evolutionary Systems Kyoto Japan

  • Tokyo Institute of Technology
    Hayafumi Watanabe, Hideki Takayasu, and Misako Takayasu

    Biased Diffusion on Japanese Inter-firm Trading Network (peer reviewed)

    New Journal of Physics

  • Tokyo Institute of Technology
    Wataru Miura, Hideki Takayasu, and MisakoTakayasu

    Effect of Coagulation of Nodes in an Evolving Complex Network (peer reviewed)

    Physical Review Letters

  • Tokyo Institute of Technology
    Wataru Miura, Koutarou Tamura, Satoshi Kitajima, Hayato Goto, Hideki Takayasu, and Misako Takayasu

    Non-linear Transport Phenomena Observed on a Complex Network with the Parameter Estimation (peer reviewed)

    Proceedings of the 18th Traffic Flow Simulation Symposium