2019
DOI: 10.3390/su11072187
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A Two-Sided Matching Model for Task Distribution in Ridesharing: A Sustainable Operations Perspective

Abstract: With regard to task distribution in a ridesharing company, both the suitability of the tasks assigned to the drivers and the acceptability of the riders receiving the service should be simultaneously considered to improve the sustainability regarding Hitch services. Firstly, the process of the bi-directional choice between the drivers and the riders is described as a one-to-one two-sided matching problem. Next, prospect theory is used to characterize the psychological perceived behavior of both sides towards t… Show more

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Cited by 9 publications
(3 citation statements)
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“…Research on bilateral matching has been widely used in the fields of economy and management, for example, matching personnel and positions in human resource management [ 10 , 11 ], matching buyers and sellers in commodity transactions [ 12 , 13 ], pairing men and women in marriage [14] , [15] , [16] , and matching banks and enterprises in the credit market [ 17 , 18 ]. Regarding task distribution in a ridesharing company, Yang et al [19] proposed a two-sided matching decision model with two objectives. Regarding balance evaluative criteria in the two-sided matching (TSM) decision, Liang et al [20] proposed a quantitative matching decision model to select an optimal matching scheme for Public-Private Partnership(PPP) infrastructure projects based on the Hesitant Fuzzy Set (HFS).…”
Section: Introductionmentioning
confidence: 99%
“…Research on bilateral matching has been widely used in the fields of economy and management, for example, matching personnel and positions in human resource management [ 10 , 11 ], matching buyers and sellers in commodity transactions [ 12 , 13 ], pairing men and women in marriage [14] , [15] , [16] , and matching banks and enterprises in the credit market [ 17 , 18 ]. Regarding task distribution in a ridesharing company, Yang et al [19] proposed a two-sided matching decision model with two objectives. Regarding balance evaluative criteria in the two-sided matching (TSM) decision, Liang et al [20] proposed a quantitative matching decision model to select an optimal matching scheme for Public-Private Partnership(PPP) infrastructure projects based on the Hesitant Fuzzy Set (HFS).…”
Section: Introductionmentioning
confidence: 99%
“…The last decade has seen the fast emergence of the sharing economy [1][2][3], which, on the one hand has led to dramatic changes in the nature of relationships between producers and consumers and has thus fostered the growth of many well-known startups like Airbnb and Uber [1,3]. The sharing economy, on the other hand, has also disrupted various service sectors such as transportation, tourism and hospitality, and professional services [2].…”
Section: Introductionmentioning
confidence: 99%
“…The matching methods have been extended and many interesting results have been obtained [6]- [8]. In terms of its application, Yang et al proposed a two-sided matching problem based on prospect theory for the assignment of sustainable Hitch task assignment [9]. Zhao et al studied the matching problem of rideshare in a hypothetical ridesharing system [10].…”
Section: Introductionmentioning
confidence: 99%