An integrated MCDM model for improving airline operational and financial performance
學年 106
學期 2
出版（發表）日期 2018-05-01
作品名稱 An integrated MCDM model for improving airline operational and financial performance
作品名稱（其他語言）
著者 Pedro Jose Gudiel Pineda; James J.H. Liou; Chao-Che Hsu; Yen-Ching Chuang
單位
出版者
著錄名稱、卷期、頁數 Journal of Air Transport Management 68, p.103-117
摘要 The development of better methods for the improvement of airline performance is crucial, but this type of problem is difficult to solve because of the large number of complex factors involved making this inherently a multiple criteria decision making (MCDM) problem. In current studies, the factors to be evaluated are considered based upon a literature review or expert opinions. This study proposes an integrated model that combines data mining and MCDM to extract the critical factors for the improvement of airline performance. We apply the dominance-based rough set approach to extract the essential factors. The decision-making trial and evaluation laboratory method with the concepts of the analytic network process (DANP) is then used to construct the complex evaluation system. Finally, the VIKOR (VlseKriterijumska Optimizacija I Kompromisno Resenje in Serbian, meaning multicriteria optimization and compromise solution) method is applied to select the suitable improvement alternative goals with the corresponding weights provided by the DANP method. The results show that the current model can be used as the basis for a benchmark industry improvement index which can be used to evaluate each airline individually with defined planning goals to achieve financial efficiency by improving operational efficiency.
關鍵字 Airline performance;DRSA;DANP;VIKOR;MCDM
語言 en_US
ISSN
期刊性質 國外
收錄於 SSCI
產學合作
通訊作者
審稿制度 是
國別 USA
公開徵稿
出版型式 ,電子版,紙本
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/112867 )

SDGS 優質教育,產業創新與基礎設施