Intuitionistic Fuzzy AHP and WASPAS to Assess Service Quality in Online Transportation

A. Garside, Rara Putri Ayuning Tyas, Rahmad Wisnu Wardana
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Abstract

Indonesia is currently entering a new normal era; this requires people to adapt to the clean-living habit in accordance with health standards in order to carry out normal activities. At the same time, online transportation services have reopened for activity. The service quality provided by online ride-hailing companies (i.e., ojek) such as Gojek, Grab, and Maxim must now consider matters relating to user safety. This study proposes Multi Criteria Decision Making (MCDM) as a method for assessing the service quality of online transportation service providers and uses the Pandemic-SERVQUAL 4.0 model. Pandemi-SERVQUAL 4.0 model adds two new criteria, namely "pandemic" and "industry 4.0". The addition of two new criteria that are more relevant to the current circumstances will increase the accuracy of the research. This study aims to propose the integration of Interval Valued Intuitionistic Fuzzy Analytical Hierarchy Process (IVIF-AHP) to determine the criteria weight and Interval Valued Intuitionistic Fuzzy Weighted Aggregated Sum-Product Assessment (IVIF-WASPAS) to assess the service quality of several online transportation service providers based on the obtained criteria weights. From the results of the service quality assessment using the integration of IVIF-AHP and IVIF-WASPAS, the ranking of online transportation service providers during the new normal era were Grab-car, Go-car, and Maxim-car.
基于直觉模糊AHP和WASPAS的在线运输服务质量评估
印度尼西亚目前正进入一个新的常态时代;这就要求人们按照健康标准,适应清洁的生活习惯,才能进行正常的活动。与此同时,在线交通服务已经重新开放。Gojek、Grab和Maxim等网约车公司(即ojek)提供的服务质量现在必须考虑与用户安全相关的问题。本研究提出了多准则决策(MCDM)作为评估在线交通服务提供商服务质量的方法,并使用流行病SERVQUAL 4.0模型。Pandemi SERVQUAL 4.0模型增加了两个新标准,即“流行病”和“工业4.0”。增加了两种与当前情况更相关的新标准将提高研究的准确性。本研究旨在提出将区间值直觉模糊层次分析法(IVIF-AAHP)用于确定标准权重,并将区间值直观模糊加权聚合和积评估(IVIF-WASPAS)用于基于所获得的标准权重来评估几个在线运输服务提供商的服务质量。根据IVIF-AAHP和IVIF-WASPAS集成的服务质量评估结果,新常态时期在线运输服务提供商的排名分别为Grab car、Go car和Maxim car。
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来源期刊
CiteScore
0.80
自引率
0.00%
发文量
6
审稿时长
13 weeks
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