Istituto di Scienza e Tecnologie dell'Informazione     
Monteiro De Lira V., Cesario Times V., Renso C., Rinzivillo S. ComeWithMe: an activity-oriented carpooling approach. In: ITSC 2015 - IEEE 18th International Conference on Intelligent Transportation Systems (Las Palmas, Spain, 15-18 September 2015). Proceedings, pp. 2574 - 2579. IEEE, 2015.
The interest in carpooling is increasing due to the need to reduce traffic and noise pollution. Most of the available approaches and systems are route oriented, where driver and passengers are matched when the destination location is the same. ComeWithMe offers a new perspective: the destination is the intended activity instead of a location. This novel matching method is aimed to boost the possibilities of rides if the passenger reaches a different location maintaining the activity. We conducted experiments using a real data set of trajectories and our results showed that the proposed matching algorithm improved the traditional carpooling approach in more than 80.0%.
URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7313506
DOI: 10.1109/ITSC.2015.414
Subject Mobility data mining
H.2.8 Database Applications. Data Mining

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