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Fraud in the cryptocurrency market: a model for predicting HYIP activity pattern
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- JUN Joomi
- The Graduate University for Advanced Studies, SOKENDAI
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- MIZUNO Takayuki
- The Graduate University for Advanced Studies, SOKENDAI NII
Bibliographic Information
- Other Title
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- 仮想通貨市場での詐欺: HYIP活性の予測モデル
Description
<p>HYIP is a type of high-risk investment that guarantees high returns but no safety. The profits given to investors lead to repeated investment behavior with positive feedback, and the herd behaviors of investors lead to the exponential growth of investment funds. This mechanism is similar to the bubble in the stock market. In this study, we analyze its mechanism using data from the cryptocurrency. We also forecast the growth of HYIP funds by applying an LPPLS model that predicts the stock prices in the bubble.</p>
Journal
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- Proceedings of the Annual Conference of JSAI
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Proceedings of the Annual Conference of JSAI JSAI2020 (0), 2E5OS1b02-2E5OS1b02, 2020
The Japanese Society for Artificial Intelligence
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Keywords
Details 詳細情報について
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- CRID
- 1390285300166065408
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- NII Article ID
- 130007856857
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- ISSN
- 27587347
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- Text Lang
- ja
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- Data Source
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- JaLC
- CiNii Articles
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- Abstract License Flag
- Disallowed