教師資料查詢 | 類別: 期刊論文 | 教師: 許超澤 Chao-Che Hsu (瀏覽個人網頁)

標題:An integrated MCDM model for improving airline operational and financial performance
學年105
學期2
出版(發表)日期2017/06/29
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
語言英文(美國)
ISSN
期刊性質國外
收錄於SSCI;
產學合作
通訊作者
審稿制度
國別美國
公開徵稿
出版型式,電子版,紙本
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