TripCloud: An intelligent cloud-based trip recommendation system

Josh Jia Ching Ying, Eric Hsueh Chan Lu, Bo Nian Shi, Vincent S. Tseng*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Scopus citations

Abstract

With the advance of Location-Based Services (LBS), researches on trip recommendation have attracted extensive attentions. Among them, one active topic is trip planning. In the previous studies on trip planning, various user constraints such as travel time, travel budget, attraction categories, etc., have been considered and users' past travel logs were analyzed for travel recommendation. However, such kind of trip planning approaches cause the computational complexity to increase significantly. Hence, in this paper, we demonstrate a cloud-based travel recommendation system named TripCloud, which is built by extending our previous work, Personalized Trip Recommendation (PTR), for meeting user's multiple constraints with efficient trip planning. TripCloud encapsulates several data mining techniques and a cloud-based trip planning model to rate the interestingness of each attraction and plan an interesting trip, respectively. Visualization interface is also provided to exhibit the recommended trips based on the characteristics of user constraints.

Original languageEnglish
Title of host publicationAdvances in Spatial and Temporal Databases - 13th International Symposium, SSTD 2013, Proceedings
Pages472-477
Number of pages6
DOIs
StatePublished - 13 Aug 2013
Event13th International Symposium on Spatial and Temporal Databases, SSTD 2013 - Munich, Germany
Duration: 21 Aug 201323 Aug 2013

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume8098 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference13th International Symposium on Spatial and Temporal Databases, SSTD 2013
CountryGermany
CityMunich
Period21/08/1323/08/13

Keywords

  • Cloud Computing
  • Data Mining
  • Location-Based Social Network
  • Recommendation Techniques
  • Trip Planning

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