A Study on the Evaluation Factor for Success of Port Innovative Cluster Using Kohonen Network

Jang, Woon-jae; Keums, jong-Soo

Journal of Navigation and Port Research 2006;30(1):45-51.
Published online February 28, 2006.

항만혁신클러스터의 성공을 위한 평가요소에 관한 연구

장운재, 금종수

A Study on the Evaluation Factor for Success of Port Innovative Cluster Using Kohonen Network

Woon-jae Jang, jong-Soo Keums

Abstract

This paper aims to analysis on evaluation factor for success of port innovative cluster. This paper is divided three factors such ac policy, source and operation In addition, three factors are divided into the twelve detail factors. From a total of 30 survey cases, 50 percent randomly selected as the training group and the other 50 percent as the validation group. cases in the training group were used in the development of the Kohonen Network The validation group was used to test the performance if this model. The major findings may be summarized as follows; The prediction accuracy rate is 73.33% The weight of real root and detail factors is calculated by Kohonen Network At the result, success prediction group of port innovative cluster, this paper places the priority on the source factor.

Key Words: Port innovative cluster;Evaluation factor;Kohonen network;Training group;Source factor