Contents
신흥 기술의 단계적 벤치마킹을 위한 SOM, DEA와 AHP 방법의 순차 활용 / Peng Yu ; 이장희 1
ABSTRACT 1
I. Introduction 1
II. Literature review 3
1. Emerging technology 3
2. Benchmarking 3
3. Two-level SOM 4
4. Data envelopment analysis (DEA) 5
5. Analytical hierarchy process (AHP) 6
III. Sequential use of SOM, DEA and AHP method for the stepwise benchmarking of emerging technology 6
1. Step 1: Identify criteria and survey emerging technologies for benchmarking 8
2. Step 2: Employ two-level SOM to cluster emerging technologies with similar levels of input criteria 8
3. Step 3: Use DEA-BCC model to evaluate efficiencies of emerging technologies and do tier analysis 8
4. Step 4: Use AHP rating method to calculate the importance priorities of emerging technologies on each tier 9
5. Step 5: Establish the optimal benchmarking path of each cluster 10
IV. Illustration study 10
1. Illustration study introduction 10
2. Result of clustering based on similar ratings of input criteria 11
3. Result of the tier analysis and importance priority calculation 12
4. Establish a benchmarking path in each cluster 16
V. Conclusion 17
References 18
저자소개 22