Publications by authors named "Satoki Hamanaka"

Article Synopsis
  • The research focuses on estimating the mood states of web users to provide personalized services through a model that uses search-query data, supplemented by mobile sensor data to improve accuracy.
  • A nationwide mood score was developed to analyze and visualize the mood trends of over 11 million users, revealing patterns related to the COVID-19 pandemic and significant news events.
  • The study also discovered specific types of advertisements that correlated with distinct mood trends among users who engaged with them.
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