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The ComeWithMe System for Searching and Ranking Activity-Based Carpooling Rides

Published: 07 July 2016 Publication History

Abstract

ComeWithMe is an activity oriented carpooling service that enlarges the candidate destinations of a ride request by considering alternative places where the desired activity can be performed. It is based on the observation that individuals often move towards a place to perform an activity while the activity is often not strictly associated with a single place, as one may go for shopping or eating to many different locations. Activity-oriented carpooling hugely increases the number of rides matching a query, thus introducing requirements on system responsiveness and ranking effectiveness that are not common to traditional carpooling services. The demoed system implements the ComeWithMe service in almost its entirety, and includes the back-end and a user-friendly mobile application for smart-phones aimed at achieving users' acceptance and usability.

References

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C. Carpineto and G. Romano. A survey of automatic query expansion in information retrieval. ACM Comput. Surv., 44(1):1:1--1:50, 2012.
[2]
V. M. de Lira, S. Rinzivillo, C. Renso, V. C. Times, and P. C. A. R. Tedesco. Investigating semantic regularity of human mobility lifestyle. In IDEAS 2014, Portugal, July 7--9, 2014.
[3]
V. Monteiro De Lira, V. C. Times, C. Renso, and S. Rinzivillo. ComeWithMe: An activity-oriented carpooling approach. In IEEE 18th International Conference on Intelligent Transportation Systems, 2015.
[4]
R. Trasarti, F. Pinelli, M. Nanni, and F. Giannotti. Mining mobility user profiles for car pooling. In Proceedings of the 17th ACM SIGKDD. ACM, 2011.
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L. J. Young. A match.com for carpooling? http://goo.gl/pwTCVb.

Cited By

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  • (2023)Integration of ridesharing and activity travel pattern generationTransportmetrica A: Transport Science10.1080/23249935.2023.2241570(1-34)Online publication date: Aug-2023
  • (2020)Analyzing Social-Geographic Human Mobility Patterns Using Large-Scale Social Media DataISPRS International Journal of Geo-Information10.3390/ijgi90201259:2(125)Online publication date: 21-Feb-2020
  • (2020)A pattern-growth approach for mining trajectoriesMultiagent and Grid Systems10.3233/MGS-20032416:2(117-133)Online publication date: 24-Jul-2020
  • Show More Cited By

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Published In

cover image ACM Conferences
SIGIR '16: Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval
July 2016
1296 pages
ISBN:9781450340694
DOI:10.1145/2911451
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 07 July 2016

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Author Tags

  1. carpooling
  2. ranking
  3. rides search

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  • Research-article

Funding Sources

  • EC - European Commission

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SIGIR '16
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SIGIR '16 Paper Acceptance Rate 62 of 341 submissions, 18%;
Overall Acceptance Rate 792 of 3,983 submissions, 20%

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Cited By

View all
  • (2023)Integration of ridesharing and activity travel pattern generationTransportmetrica A: Transport Science10.1080/23249935.2023.2241570(1-34)Online publication date: Aug-2023
  • (2020)Analyzing Social-Geographic Human Mobility Patterns Using Large-Scale Social Media DataISPRS International Journal of Geo-Information10.3390/ijgi90201259:2(125)Online publication date: 21-Feb-2020
  • (2020)A pattern-growth approach for mining trajectoriesMultiagent and Grid Systems10.3233/MGS-20032416:2(117-133)Online publication date: 24-Jul-2020
  • (2018)Getting ThereACM Transactions on Computer-Human Interaction10.1145/323398525:5(1-39)Online publication date: 11-Oct-2018

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