@article{ART002843617},
author={Yang Woo Yu and Seong Hyuck Kim and Hyeon Gyu Kim},
title={Travel Route Recommendation Utilizing Social Big Data},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2022},
volume={27},
number={5},
pages={117-125},
doi={10.9708/jksci.2022.27.05.117}
TY - JOUR
AU - Yang Woo Yu
AU - Seong Hyuck Kim
AU - Hyeon Gyu Kim
TI - Travel Route Recommendation Utilizing Social Big Data
JO - Journal of The Korea Society of Computer and Information
PY - 2022
VL - 27
IS - 5
PB - The Korean Society Of Computer And Information
SP - 117
EP - 125
SN - 1598-849X
AB - Recently, as users’ interest for travel increases, research on a travel route recommendation service that replaces the cumbersome task of planning a travel itinerary with automatic scheduling has been actively conducted. The most important and common goal of the itinerary recommendations is to provide the shortest route including popular tour spots near the travel destination. A number of existing studies focused on providing personalized travel schedules, where there was a problem that a survey was required when there were no travel route histories or SNS reviews of users. In addition, implementation issues that need to be considered when calculating the shortest path were not clearly pointed out. Regarding this, this paper presents a quantified method to find out popular tourist destinations using social big data, and discusses problems that may occur when applying the shortest path algorithm and a heuristic algorithm to solve it. To verify the proposed method, 63,000 places information was collected from the Gyeongnam province and big data analysis was performed for the places, and it was confirmed through experiments that the proposed heuristic scheduling algorithm can provide a timely response over the real data.
KW - Social big data;Travel route recommendation;Shortest path;Travelling Salesman Problem;Hierarchical search
DO - 10.9708/jksci.2022.27.05.117
ER -
Yang Woo Yu, Seong Hyuck Kim and Hyeon Gyu Kim. (2022). Travel Route Recommendation Utilizing Social Big Data. Journal of The Korea Society of Computer and Information, 27(5), 117-125.
Yang Woo Yu, Seong Hyuck Kim and Hyeon Gyu Kim. 2022, "Travel Route Recommendation Utilizing Social Big Data", Journal of The Korea Society of Computer and Information, vol.27, no.5 pp.117-125. Available from: doi:10.9708/jksci.2022.27.05.117
Yang Woo Yu, Seong Hyuck Kim, Hyeon Gyu Kim "Travel Route Recommendation Utilizing Social Big Data" Journal of The Korea Society of Computer and Information 27.5 pp.117-125 (2022) : 117.
Yang Woo Yu, Seong Hyuck Kim, Hyeon Gyu Kim. Travel Route Recommendation Utilizing Social Big Data. 2022; 27(5), 117-125. Available from: doi:10.9708/jksci.2022.27.05.117
Yang Woo Yu, Seong Hyuck Kim and Hyeon Gyu Kim. "Travel Route Recommendation Utilizing Social Big Data" Journal of The Korea Society of Computer and Information 27, no.5 (2022) : 117-125.doi: 10.9708/jksci.2022.27.05.117
Yang Woo Yu; Seong Hyuck Kim; Hyeon Gyu Kim. Travel Route Recommendation Utilizing Social Big Data. Journal of The Korea Society of Computer and Information, 27(5), 117-125. doi: 10.9708/jksci.2022.27.05.117
Yang Woo Yu; Seong Hyuck Kim; Hyeon Gyu Kim. Travel Route Recommendation Utilizing Social Big Data. Journal of The Korea Society of Computer and Information. 2022; 27(5) 117-125. doi: 10.9708/jksci.2022.27.05.117
Yang Woo Yu, Seong Hyuck Kim, Hyeon Gyu Kim. Travel Route Recommendation Utilizing Social Big Data. 2022; 27(5), 117-125. Available from: doi:10.9708/jksci.2022.27.05.117
Yang Woo Yu, Seong Hyuck Kim and Hyeon Gyu Kim. "Travel Route Recommendation Utilizing Social Big Data" Journal of The Korea Society of Computer and Information 27, no.5 (2022) : 117-125.doi: 10.9708/jksci.2022.27.05.117
