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On Combining Social Media and Spatial Technology for POI Cognition and Image Localization
Qian, Xueming1,2; Lu, Xiaoqiang3; Han, Junwei4; Du, Bo5; Li, Xuelong3; Lu, XQ
作者部门光学影像学习与分析中心
2017-10
发表期刊PROCEEDINGS OF THE IEEE
ISSN0018-9219
卷号105期号:10页码:1937-1952
产权排序3
摘要

With fast development of information engineering and social network, people's locations can be conveniently sensed by spatial technology, such as global positioning systems (GPS), base stations, Wi-Fi access points and even from the appearances of the photos they have taken. The social networks and the online shopping platforms have been gathering billions of users, who share a large amount of images taken in places they live in and visit. We can leverage the social networks to express our opinions about the services and places of interest (POIs). The interactions among users, and user and POIs or services generate big social media data, which have rich information for user, location, and service cognition. Many real-time network applications rely heavily on the accurate social users' locations. How to sense the locations from multisource social media data is very important and challenging. Thus, in this paper, we give a systematic review of the works that combine social media and spatial technology for POI cognition and image localization.

关键词Geolocalization Global Positioning System (Gps) Image Retrieval Multimedia Place Of Interests (Poi) Placing Task Recommender System Social Media Spatial Technology
学科领域Engineering, Electrical & Electronic
DOI10.1109/JPROC.2017.2731600
收录类别SCI ; EI
语种英语
WOS研究方向Engineering
WOS记录号WOS:000411273300009
引用统计
被引频次:20[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/29433
专题光谱成像技术研究室
通讯作者Lu, XQ
作者单位1.Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Network Secur, Xian 710049, Shaanxi, Peoples R China
2.Xi An Jiao Tong Univ, SMILES LAB, Xian 710049, Shaanxi, Peoples R China
3.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China
4.Northwestern Polytech Univ, Sch Automat & Informat Engn, Xian 710049, Shaanxi, Peoples R China
5.Wuhan Univ, Sch Comp Sci, Wuhan 430072, Hubei, Peoples R China
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Qian, Xueming,Lu, Xiaoqiang,Han, Junwei,et al. On Combining Social Media and Spatial Technology for POI Cognition and Image Localization[J]. PROCEEDINGS OF THE IEEE,2017,105(10):1937-1952.
APA Qian, Xueming,Lu, Xiaoqiang,Han, Junwei,Du, Bo,Li, Xuelong,&Lu, XQ.(2017).On Combining Social Media and Spatial Technology for POI Cognition and Image Localization.PROCEEDINGS OF THE IEEE,105(10),1937-1952.
MLA Qian, Xueming,et al."On Combining Social Media and Spatial Technology for POI Cognition and Image Localization".PROCEEDINGS OF THE IEEE 105.10(2017):1937-1952.
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