Decision tree-based technology credit scoring for start-up firms: Korean case

So Young Sohn, Ji Won Kim

Research output: Contribution to journalArticle

16 Citations (Scopus)

Abstract

Various types of Technology Credit Guarantees (TCGs) have been issued to support technology development of start-up firms. Technology evaluation has become a critical part of TCG system. However, general technology credit scoring models have not been applied reflecting the special phenomena of start-ups, which are distinguishable from those of established firms. Furthermore, somewhat complicated approaches have been applied to existing models. We propose a rather simple decision tree-based technology credit scoring for start-ups which can serve as a-replacement for the complicated models currently used for general purposes. Our result is expected to provide valuable information to evaluator for start-up firms.

Original languageEnglish
Pages (from-to)4007-4012
Number of pages6
JournalExpert Systems with Applications
Volume39
Issue number4
DOIs
Publication statusPublished - 2012 Mar 1

All Science Journal Classification (ASJC) codes

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

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