Recommendation-based Team Formation for On-demand Taxi-calling Platforms

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, pp. 59-68, 2019.

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Experimental results show that RecommendationMatrix-Based Framework can form up to 20% and 12.4% teams in trace-driven simulations and online evaluations than the greedy-based strategy

Abstract:

On-demand taxi-calling platforms often ignore the social engagement of individual drivers. The lack of social incentives impairs the work enthusiasms of drivers and will affect the quality of service. In this paper, we propose to form teams among drivers to promote participation. A team consists of a leader and multiple members, which act...More

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