TY - GEN
T1 - Group trip recommendation systems
AU - Huang, Hua Hong
AU - Chiu, Sheng Min
AU - Chen, Yi Chung
AU - Lee, Chiang
N1 - Funding Information:
Acknowledgments. This work was supported in part by the Ministry of Science and Technology of Taiwan, R.O.C., under Contracts MOST 106-2119-M-224-003 and MOST 106-2221-E-006-247.
PY - 2019
Y1 - 2019
N2 - Many of the most popular tourist attraction recommendation systems use the personal profiles of users from social networks. However, most of these services focus on individuals, rather than group activities with friends and family, despite the fact that check-in data includes accompanying members. In this study, we developed a recommendation system specifically for groups of users. Experiments demonstrate the efficacy of the proposed algorithm in making group recommendations based on the Foursquare dataset, with performance exceeding that of baseline methods.
AB - Many of the most popular tourist attraction recommendation systems use the personal profiles of users from social networks. However, most of these services focus on individuals, rather than group activities with friends and family, despite the fact that check-in data includes accompanying members. In this study, we developed a recommendation system specifically for groups of users. Experiments demonstrate the efficacy of the proposed algorithm in making group recommendations based on the Foursquare dataset, with performance exceeding that of baseline methods.
UR - http://www.scopus.com/inward/record.url?scp=85058522716&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85058522716&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-03402-3_27
DO - 10.1007/978-3-030-03402-3_27
M3 - Conference contribution
AN - SCOPUS:85058522716
SN - 9783030034016
T3 - Advances in Intelligent Systems and Computing
SP - 391
EP - 412
BT - Advances in Information and Communication Networks - Proceedings of the 2018 Future of Information and Communication Conference FICC, Vol. 1
A2 - Bhatia, Rahul
A2 - Arai, Kohei
A2 - Kapoor, Supriya
PB - Springer Verlag
T2 - Future of Information and Communication Conference, FICC 2018
Y2 - 5 April 2018 through 6 April 2018
ER -