ニューラルネットワークモデルによる企業成長予測分析 : 情報開示と企業分析

URI http://harp.lib.hiroshima-u.ac.jp/hbg/metadata/8288
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Title
ニューラルネットワークモデルによる企業成長予測分析 : 情報開示と企業分析
Title Alternative
Analysis of Corporate Growth Estimation by Using Neural Network Model : Information disclosure and enterprise analysis
Author
氏名 菅原 通雅
ヨミ スガハラ ミチマサ
別名 Sugahara Michimasa
氏名 井上 正人
ヨミ イノウエ マサト
別名 Inoue Masato
氏名 平尾 元彦
ヨミ ヒラオ モトヒコ
別名 Hirao Motohiko
氏名 松尾 俊彦
ヨミ マツオ トシヒコ
別名 Matsuo Toshihiko
氏名 岡 隆光
ヨミ オカ タカミツ
別名 Oka Takamitsu
Subject
Environmental report (環境報告書)
Eenvironmental factor (環境要因)
Technology factor (技術要因)
Environmental accounting (環境会計)
Abstract

Today's social phenomenon is complicated and diversified. Therefore,the analysis of the phenomenon needs the cooperation with various study fields. The corporate (financial) analysis is one of them. In the traditional corporate (financial) analysis,the center of the analysis was on the flow of capital such as the stock (property) analysis and flow (profitability) analysis. There,analyses were quite limited on the influences given to local community,wider interested person such as social influence,economic influence,cultural influence,and environmental influence. Especially,the factor of the environmental influence based on the point of view to protect natural environment was not considered. However,since environmental issues in a global scale such as global template,ozone layer destruction,or forest decrease,have been progressing,there has been needs and estimations for corporations to charge the costs to protect pollution and encourage to protect natural environment and to increase the environmental effectiveness. Considering the above,this research tries to estimate corporate growth estimation by utilizing neural network,considered as an effective model in time series analysis since it is a information processing system that incorporates human brain nerve circuits and learns through self-organization based on the input patterns (past data) with the following factors as analysis items. 1 Environmental factor required by corporations to protect environment 2 Technology factor on technology change 3 System factor on social system 4 Psychology factor on consumers' psychological trend In addition,this corporate analysis is multi-disciplined and synthetic since it is including factors of environment,technology,system,and psychology. This study is expected to develop new areas in corporate analysis.

Journal Title
社会情報学研究
Volume
6
Spage
123
Epage
141
Published Date
2000-12
Publisher
呉大学社会情報学部
ISSN
1341-8459
NCID
AN10586239
Language
jpn
NIIType
Departmental Bulletin Paper
Text Version
出版社版
Rights
この論文は国立情報学研究所の電子図書館事業により電子化されました。
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