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 language | English |
|---|---|
| Pages (from-to) | 4007-4012 |
| Number of pages | 6 |
| Journal | Expert Systems with Applications |
| Volume | 39 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - 2012 Mar 1 |
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All Science Journal Classification (ASJC) codes
- Engineering(all)
- Computer Science Applications
- Artificial Intelligence
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Decision tree-based technology credit scoring for start-up firms : Korean case. / Sohn, So Young; Kim, Ji Won.
In: Expert Systems with Applications, Vol. 39, No. 4, 01.03.2012, p. 4007-4012.Research output: Contribution to journal › Article
TY - JOUR
T1 - Decision tree-based technology credit scoring for start-up firms
T2 - Korean case
AU - Sohn, So Young
AU - Kim, Ji Won
PY - 2012/3/1
Y1 - 2012/3/1
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=82255175638&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=82255175638&partnerID=8YFLogxK
U2 - 10.1016/j.eswa.2011.09.075
DO - 10.1016/j.eswa.2011.09.075
M3 - Article
AN - SCOPUS:82255175638
VL - 39
SP - 4007
EP - 4012
JO - Expert Systems with Applications
JF - Expert Systems with Applications
SN - 0957-4174
IS - 4
ER -