TY - GEN
T1 - TripRec
T2 - 21st Annual Conference on World Wide Web, WWW'12
AU - Hsieh, Hsun-Ping
AU - Li, Cheng-Te
AU - Lin, Shou De
PY - 2012/5/21
Y1 - 2012/5/21
N2 - With location-based services, such as Foursquare and Gowalla, users can easily perform check-in actions anywhere and anytime. Such check-in data not only enables personal geospatial journeys but also serves as a fine-grained source for trip planning. In this work, we aim to collectively recommend trip routes by leveraging a large-scaled check-in data through mining the moving behaviors of users. A novel recommendation system, TripRec, is proposed to allow users to pecify starting/end and must-go locations. It further provides the flexibility to satisfy certain time constraint (i.e., the expected duration of the trip). By considering a sequence of check-in points as a route, we mine the frequent sequences with some ranking mechanism to achieve the goal. Our TripRec targets at travelers who are unfamiliar to the objective area/city and have time constraints in the trip. Copyright is held by the author/owner(s).
AB - With location-based services, such as Foursquare and Gowalla, users can easily perform check-in actions anywhere and anytime. Such check-in data not only enables personal geospatial journeys but also serves as a fine-grained source for trip planning. In this work, we aim to collectively recommend trip routes by leveraging a large-scaled check-in data through mining the moving behaviors of users. A novel recommendation system, TripRec, is proposed to allow users to pecify starting/end and must-go locations. It further provides the flexibility to satisfy certain time constraint (i.e., the expected duration of the trip). By considering a sequence of check-in points as a route, we mine the frequent sequences with some ranking mechanism to achieve the goal. Our TripRec targets at travelers who are unfamiliar to the objective area/city and have time constraints in the trip. Copyright is held by the author/owner(s).
UR - http://www.scopus.com/inward/record.url?scp=84861073178&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84861073178&partnerID=8YFLogxK
U2 - 10.1145/2187980.2188111
DO - 10.1145/2187980.2188111
M3 - Conference contribution
AN - SCOPUS:84861073178
SN - 9781450312301
T3 - WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion
SP - 529
EP - 530
BT - WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion
Y2 - 16 April 2012 through 20 April 2012
ER -