Proposal of a Method Extracting Strategic Phrases from Japanese Enterprise Disclosure Documents

Kawanami, Shu; Hidema, Ken; Okada, Koji

doi:10.1109/iiai-aai50415.2020.00106

Cited by 1 publication

(1 citation statement)

References 4 publications

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“…However, these studies are limited to specific industry, and we have not found out any study which can apply broad cross-industry analysis. On the other hand, Kawanami et al proposed an enterprise information mining method that attempts to mechanically extract useful information from corporate disclosure information (mainly textual information) with the aim of understanding the influence spillover mechanism of management policies [5], but the method does not assume a time of major changes in the social environment.…”

Section: Introductionmentioning

confidence: 99%

Enterprise Information Mining of Corporate Adaptive Behavior Impacting on Business Performance under Drastic Changing Social Environment

Jitsui,

Okada

2023

IIAI Letters on Business and Decision Science

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In the midst of changes in the social environment, there are companies that adapt well to the changes and increase their business performance and that can't adapt to the changes and suffer from poor performance. This is especially true in times of major discontinuous changes in the social environment such as Covid-19 pandemic. It is important to clarify the differences in corporate behavior and their impact on corporate performance in times of discontinuous changes in the social environment. We will collect the disclosure materials of all listed companies in XBRL format, which is considered to be suitable for machine processing, and extract the financial performance information and text information necessary for analysis as basic data from them, taking into account the differences in accounting standards. From the financial performance information, a group of companies that show different performance trends from other companies in each industry can be extracted, and corporate adaptive behavior can be estimated from the text information part of the companies. The effectiveness of this method was confirmed by applying it to multiple industries.

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Section: Introductionmentioning

confidence: 99%