Constructing a valuation system through patent document analysis

Shohei Fujiwara, Yusuke Matsumoto, Aiko Suge, Hiroshi Takahashi

研究成果: Conference contribution

抄録

In the Initial Public Offering (IPO), many prior studies have discussed underpricing, where the public price is below the initial price. In this study, we propose a novel system for company valuation employing patent document analysis. Specifically, we first extracted patent document data published from 2001 to 2015 and vectorize them through Sparse Composite Document Vectors (SCDV). Similar companies in this study refer to the same industry, products handled, and business scale. However, there are various theories on what should be treated as similar companies. Next, the center of gravity is calculated from the vectorized patent document, and comparable companies are selected by expressing the distance between companies. A detailed analysis is planned for further study.

本文言語English
ホスト出版物のタイトルAgents and Multi-Agent Systems
ホスト出版物のサブタイトルTechnologies and Applications - 14th KES International Conference, KES-AMSTA 2020, Proceedings
編集者G. Jezic, M. Kusek, J. Chen-Burger, R. Sperka, Robert J. Howlett, Robert J. Howlett, Lakhmi C. Jain, Lakhmi C. Jain, Lakhmi C. Jain
出版社Springer
ページ321-330
ページ数10
ISBN(印刷版)9789811557637
DOI
出版ステータスPublished - 2020 1 1
イベント14th International KES Conference on Agents and Multi-Agent Systems: Technologies and Applications, KES-AMSTA 2020 - Split, Croatia
継続期間: 2020 6 172020 7 19

出版物シリーズ

名前Smart Innovation, Systems and Technologies
186
ISSN(印刷版)2190-3018
ISSN(電子版)2190-3026

Conference

Conference14th International KES Conference on Agents and Multi-Agent Systems: Technologies and Applications, KES-AMSTA 2020
CountryCroatia
CitySplit
Period20/6/1720/7/19

ASJC Scopus subject areas

  • Decision Sciences(all)
  • Computer Science(all)

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