01183nas a2200145   4500008004100000245005700041210005500098260007200153520067500225100002800900700002900928700001800957700001800975856004400993       2015                        eng d00aComeWithMe: An Activity-Oriented Carpooling Approach0 aComeWithMe An ActivityOriented Carpooling Approach  bInstitute of Electrical {&} Electronics Engineers ({IEEE})c09/20153 aThe 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 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%.1 aLira, Vinicius Monteiro1 aTimes, Valéria Cesário1 aRenso, Chiara1 aRinzivillo, S  uhttp://dx.doi.org/10.1109/itsc.2015.414