Establishment of new methods for analyzing hit phenomena
| Project/Area Number |
24710156
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Multi-year Fund |
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| Research Field |
Social systems engineering/Safety system
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| Research Institution | National Institute of Informatics (2013-2015)
University of Tsukuba (2012) |
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Principal Investigator |
MIZUNO Takayuki 国立情報学研究所, 情報社会相関研究系, 准教授 (50467057)
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| Project Period (FY) |
2012-04-01 – 2016-03-31
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| Project Status |
Completed (Fiscal Year 2015)
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| Budget Amount *help |
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2015: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
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| Keywords | ビッグデータ / 複雑ネットワーク / データサイエンス / ウェブサイエンス / 電子商取引 / 経済物理学 / 空間経済学 / ネットワーク / ビックデータ / Webサイエンス |
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| Outline of Final Research Achievements |
First, we analyzed over 100 million news articles. The flow of information through company news plays an important role in price dynamics in stock markets. We proposed indicators to measure the degree to which a particular news article is novel and attracts attention from investors. Second, we analyzed the U.S. house price data to detect housing bubble. The tail of the house price distribution often deviates from the normal distribution. The deviation from the normal distribution can be regarded as a statistic to measure the size of a housing bubble. Third, we investigated the structure and evolution of a customer-supplier network. Link switching is relatively rare. Firm growth rates tend to be more highly correlated the closer two firms are to each other in the network. Fourth, we made a stochastic model for order book dynamics in online product markets, where product prices basically follow a random walk, but sometimes exhibit a sharp decline like cascade.
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Report
(5 results)
Research Products
(79 results)
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[Presentation] Social Networks in Business News2012
Author(s)
Takayuki Mizuno, Ryouhei Hisano, Takaaki, Ohnishi, Tsutomu Watanabe
Organizer
17th Annuak Workshop on Economic Heterogeneous Interacting Agent
Place of Presentation
University of Pantheon-Assas(Paris)
Related Report
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