Performance correlation analysis of business-to-business transactions and its application to corporate growth forecast
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- DOI Takahiro
- JSOL Corporation RIKEN
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- OHKODA Shunsuke
- JSOL Corporation
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- NITTA Takeru
- JSOL Corporation
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- HIDAKA Yoshimasa
- JSOL Corporation RIKEN
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- YAMAGUCHI Yasuhiro
- JSOL Corporation RIKEN
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- YANAOKA Masaki
- TOKYO SHOKO RESEARCH, LTD
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- TAKEMASA Atsushi
- TOKYO SHOKO RESEARCH, LTD
Bibliographic Information
- Other Title
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- 企業間取引の業績相関分析と取引情報を取り込んだ企業成長予測
Abstract
<p>It is important in practice to predict growing companies from data. The purpose of this study is to investigate the performance correlation between companies and apply it to the corporate growth forecast. We use the transaction data of TOKYO SHOKO RESEARCH, LTD as well as the financial data. We found that there is a positive correlation between sales growth rates between companies. Then we performed machine learning analysis for corporate growth forecast including business partner information of forecasting companies. As a result, we confirmed that the performance of prediction is improved. Finally, we compared the results of two cases with/without the information of the business partner.</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), 1N4GS1305-1N4GS1305, 2020
The Japanese Society for Artificial Intelligence
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Details 詳細情報について
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- CRID
- 1390848250119422976
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- NII Article ID
- 130007856783
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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