TY - GEN
T1 - Group Trip Planning Approach with Travel Time and Ratio Constraints
AU - Huang, Hung Yu
AU - Lu, Eric Hsueh Chan
AU - Tu, Chia Hao
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2023
Y1 - 2023
N2 - With the popularity of wireless communication technologies and smart mobile devices, the researches and applications of Location-Based Services (LBSs) have attracted the attention of many scholars and industries. Group trip planning is one of active LBS topics. Although a number of related studies have been proposed, few of them deeply discussed the group travel constraints and preferences. In this paper, we address a novel group trip planning query based on the travel time and ratio constraints of a group. To solve this query, we propose an approach named Group-Trip-Mine to find the optimal group trip that best fits for the group preferences under the group constraints. The experimental results show that our proposed approach performs well under various group constraints and is greatly better than the algorithm extended by the single-user trip planning algorithm.
AB - With the popularity of wireless communication technologies and smart mobile devices, the researches and applications of Location-Based Services (LBSs) have attracted the attention of many scholars and industries. Group trip planning is one of active LBS topics. Although a number of related studies have been proposed, few of them deeply discussed the group travel constraints and preferences. In this paper, we address a novel group trip planning query based on the travel time and ratio constraints of a group. To solve this query, we propose an approach named Group-Trip-Mine to find the optimal group trip that best fits for the group preferences under the group constraints. The experimental results show that our proposed approach performs well under various group constraints and is greatly better than the algorithm extended by the single-user trip planning algorithm.
UR - http://www.scopus.com/inward/record.url?scp=85174516651&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85174516651&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-42430-4_16
DO - 10.1007/978-3-031-42430-4_16
M3 - Conference contribution
AN - SCOPUS:85174516651
SN - 9783031424298
T3 - Communications in Computer and Information Science
SP - 193
EP - 204
BT - Recent Challenges in Intelligent Information and Database Systems - 15th Asian Conference, ACIIDS 2023, Proceedings
A2 - Nguyen, Ngoc Thanh
A2 - Boonsang, Siridech
A2 - Pasupa, Kitsuchart
A2 - Fujita, Hamido
A2 - Hnatkowska, Bogumiła
A2 - Hong, Tzung-Pei
A2 - Selamat, Ali
PB - Springer Science and Business Media Deutschland GmbH
T2 - 15th International scientific conferences on research and applications in the field of intelligent information and database systems, ACIIDS 2023
Y2 - 24 July 2023 through 26 July 2023
ER -