TY - GEN
T1 - Constructing trip routes with user preference from location check-in data
AU - Hsieh, Hsun Ping
AU - Li, Cheng Te
N1 - Copyright:
Copyright 2013 Elsevier B.V., All rights reserved.
PY - 2013
Y1 - 2013
N2 - This paper presents a novel trip route construction using location check-in data. Given a set of preference lists of locations from users, we aim to coordinate their preferred locations to visit and construct a route which not only satisfying user preferences as many as possible, but also being popular and reasonable. We formulate such preferred route construction as an optimization problem. We solve it efficiently and effectively by devising some greedy methods. Experiments on Gowalla large-scale check-in data show the promising effectiveness and efficiency of our methods.
AB - This paper presents a novel trip route construction using location check-in data. Given a set of preference lists of locations from users, we aim to coordinate their preferred locations to visit and construct a route which not only satisfying user preferences as many as possible, but also being popular and reasonable. We formulate such preferred route construction as an optimization problem. We solve it efficiently and effectively by devising some greedy methods. Experiments on Gowalla large-scale check-in data show the promising effectiveness and efficiency of our methods.
UR - https://www.scopus.com/pages/publications/84885209120
UR - https://www.scopus.com/pages/publications/84885209120#tab=citedBy
U2 - 10.1145/2494091.2494155
DO - 10.1145/2494091.2494155
M3 - Conference contribution
AN - SCOPUS:84885209120
SN - 9781450322157
T3 - UbiComp 2013 Adjunct - Adjunct Publication of the 2013 ACM Conference on Ubiquitous Computing
SP - 195
EP - 198
BT - UbiComp 2013 Adjunct - Adjunct Publication of the 2013 ACM Conference on Ubiquitous Computing
T2 - 2013 ACM Conference on Ubiquitous Computing, UbiComp 2013
Y2 - 8 September 2013 through 12 September 2013
ER -