@inproceedings{150bf9ce89f44080ac1d622298ab619d,
title = "POI Alias Discovery in Delivery Addresses using User Locations",
abstract = "People often refer to a place of interest (POI) by an alias. In ecommerce scenarios, the POI alias problem affects the quality of the delivery address of online orders, bringing substantial challenges to intelligent logistics systems and market decision-making. Labeling the aliases of POIs involves heavy human labor, which is inefficient and expensive. Inspired by the observation that the users' GPS locations are highly related to their delivery address, we propose a ubiquitous alias discovery framework. Firstly, for each POI name in delivery addresses, the location data of its associated users, namely Mobility Profile are extracted. Then, we identify the alias relationship by modeling the similarity of mobility profiles. Comprehensive experiments on the large-scale location data and delivery address data from JD logistics validate the effectiveness.",
keywords = "Crowd-sensing, E-Commerce, Geographic Information System, Location Data Mining, Logistics, Urban Computing",
author = "Tianfu He and Guochun Chen and Chuishi Meng and Huajun He and Zheyi Pan and Yexin Li and Sijie Ruan and Huimin Ren and Ye Yuan and Ruiyuan Li and Junbo Zhang and Jie Bao and Hui He and Yu Zheng",
note = "Publisher Copyright: {\textcopyright} 2021 ACM.; 29th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2021 ; Conference date: 02-11-2021 Through 05-11-2021",
year = "2021",
month = nov,
day = "2",
doi = "10.1145/3474717.3483950",
language = "English",
series = "GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems",
publisher = "Association for Computing Machinery",
pages = "225--228",
editor = "Xiaofeng Meng and Fusheng Wang and Chang-Tien Lu and Yan Huang and Shashi Shekhar and Xing Xie",
booktitle = "29th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2021",
}