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 | |
刊名 | PROCEEDINGS OF THE IEEE |
2017-10 | |
卷号 | 105期号:10页码:1937-1952 |
关键词 | Geolocalization Global Positioning System (Gps) Image Retrieval Multimedia Place Of Interests (Poi) Placing Task Recommender System Social Media Spatial Technology |
ISSN号 | 0018-9219 |
DOI | 10.1109/JPROC.2017.2731600 |
产权排序 | 3 |
英文摘要 | 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. |
学科主题 | Engineering, Electrical & Electronic |
WOS研究方向 | Engineering |
语种 | 英语 |
WOS记录号 | WOS:000411273300009 |
内容类型 | 期刊论文 |
源URL | [http://ir.opt.ac.cn/handle/181661/29433] |
专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
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 |
推荐引用方式 GB/T 7714 | 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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