Researchers Database

Faculty of Business Management, Department of Business Management
Assistant Professor
Last Updated :2020/07/03

Basic Information

Academic Background

  • 2009, 2013, Nagoya University, School of Economics, 学士(経済学)
  • 2013, 2015, Nagoya University, Graduate School of Economics, 修士(経済学)
  • 2015, 2018, Nagoya University, Graduate School of Economics, 博士(経済学)

Career

  • 2018, Keio University, Economic Observatory, Fellow Researcher
  • 2018, 2019, RIKEN, Center for Advanced Intelligence Project (AIP), Junior Research Associate
  • 2018, 2019, RIKEN, Center for Advanced Intelligence Project (AIP), Postdoctoral Researcher
  • 2019, Meijo University, Department of Business Management, Assistant Professor

Research

Research Area

  • Commerce, Humanities & Social Sciences, Commerce, Marketing
  • Statistical science, Informatics, Mathematical informatics, Machine Learning

Research Keyword

  • Marketing Science
  • Machine Learning

Articles

  • Prediction of the Customer Activity with Using the Improved Measure of Clumpiness: Capturing Competitive Usage and Early Churn under Limited Information
    Junichiro NIIMI & Takahiro HOSHINO
    The Japanese journal of behaviormetrics
    47, 1
    27-40
    2020
  • Predicting Consumer Purchase in Competing Firms using the Variety of Online Behavior : An Examination of the Theoretical Background Compared to RFMC
    The Economic Science
    Graduate School of Economics, Nagoya University
    65, 3・4
    45-55
    2018
  • Predicting Purchases with Using the Variety of Customer Behaviors: Analysis of the Purchase History and the Browsing History by Deep Learning
    Junichiro NIIMI Takahiro HOSHINO
    Transactions of the Japanese Society for Artificial Intelligence
    The Japanese Society for Artificial Intelligence
    32, 2
    B-G63_1-9
    2017
  • Predicting the Consumers Behavior with Using the Variety of User Access Patterns
    Junichiro NIIMI Takahiro HOSHINO
    Japanese Journal of Applied Statistics
    Japanese Society of Applied Statistics
    44, 3
    121-143
    2015

Presentations

  • A Novel Approach of Purchase Prediction Considering the Purchase on Competing Company by Using ID-POS Combined with Geofencing Location Data
    Junichiro NIIMI Takahiro HOSHINO
    The 32nd Annual Conference of the Japanese Society for Artificial Intelligence, 2018
    The Japanese Society for Artificial Intelligence
  • Junichiro NIIMI
  • Junichiro NIIMI Takahiro HOSHINO
    The 31st Annual Conference of the Japanese Society for Artificial Intelligence, 2017 (JSAI2017)
    Japanese Society of Artificial Intelligence
  • Junichiro NIIMI Takahiro HOSHINO
    Japan Institute of Marketing Science


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