Intelligent approach for effective management of governmental funds for small and medium enterprises

Tae Hee Moon, So Young Sohn

Research output: Contribution to journalArticle

11 Citations (Scopus)

Abstract

Recently, various kinds of governmental funds have been committed to small and medium enterprises in Korea, but their effects have been reported to be quite controversial. In order to manage such governmental funds effectively, feedback information obtained from the rigorous evaluation procedure of government investments needs to be utilized for future selection of new projects. In this paper we provide the performance evaluation model for such funds using the decision tree of data envelopment analysis (DEA) results. Both financial and non-financial variables are used as outputs for DEA of small and medium enterprises which have received the funds where the amount of funds and a frequency of investment are used as inputs. We then train the decision tree by relating the characteristics of the enterprises with the DEA results. The decision tree results can provide valuable feedback information for the effective management of governmental funds.

Original languageEnglish
Pages (from-to)566-572
Number of pages7
JournalExpert Systems with Applications
Volume29
Issue number3
DOIs
Publication statusPublished - 2005 Oct 1

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Data envelopment analysis
Decision trees
Feedback
Industry

All Science Journal Classification (ASJC) codes

  • Engineering(all)
  • Computer Science Applications
  • Artificial Intelligence

Cite this

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Intelligent approach for effective management of governmental funds for small and medium enterprises. / Moon, Tae Hee; Sohn, So Young.

In: Expert Systems with Applications, Vol. 29, No. 3, 01.10.2005, p. 566-572.

Research output: Contribution to journalArticle

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