Social-Sensor Cloud Service for Scene Reconstruction

被引:8
作者
Aamir, Tooba [1 ]
Bouguettaya, Athman [2 ]
Dong, Hai [1 ]
Mistry, Sajib [2 ]
Erradi, Abdelkarim [3 ]
机构
[1] RMIT Univ, Sch Sci, Melbourne, Vic, Australia
[2] Univ Sydney, Sch Informat Technol, Sydney, NSW, Australia
[3] Qatar Univ, Coll Engn, Doha, Qatar
来源
SERVICE-ORIENTED COMPUTING, ICSOC 2017 | 2017年 / 10601卷
基金
澳大利亚研究理事会;
关键词
EVENT DETECTION; SURVEILLANCE;
D O I
10.1007/978-3-319-69035-3_3
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We propose a new social-sensor cloud services selection framework for scene reconstruction. The proposed research represents social media data streams, i.e., images' metadata and related posted information, as social sensor cloud services. The functional and non-functional aspects of social sensor cloud services are abstracted from images' metadata and related posted information. The proposed framework is a 4-stage algorithm, to select social-sensor cloud services based on the user queries. The selection algorithm is based on spatio-temporal indexing, spatio-temporal and textual correlations, and quality of services. Analytical results are presented to prove the efficiency of the proposed approach in comparison to a traditional approach of image processing.
引用
收藏
页码:37 / 52
页数:16
相关论文
共 21 条
  • [1] Aggarwal CharuC., 2013, MANAGING MINING SENS, P237, DOI [DOI 10.1007/978-1-4614-6309-2_9, 10.1007/978-1-4614-6309-2_9]
  • [2] Balke WT, 2006, ICWS 2006: IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, PROCEEDINGS, P621
  • [3] Chae J, 2012, IEEE CONF VIS ANAL, P143, DOI 10.1109/VAST.2012.6400557
  • [4] Chard Kyle, 2010, 2010 IEEE 3rd International Conference on Cloud Computing (CLOUD 2010), P99, DOI 10.1109/CLOUD.2010.28
  • [5] Multiscale event detection in social media
    Dong, Xiaowen
    Mavroeidis, Dimitrios
    Calabrese, Francesco
    Frossard, Pascal
    [J]. DATA MINING AND KNOWLEDGE DISCOVERY, 2015, 29 (05) : 1374 - 1405
  • [6] Elers S., 2014, Australasian Policing, V6, P7
  • [7] An Intelligent Surveillance Platform for Large Metropolitan Areas with Dense Sensor Deployment
    Fernandez, Jorge
    Calavia, Lorena
    Baladron, Carlos
    Aguiar, Javier M.
    Carro, Belen
    Sanchez-Esguevillas, Antonio
    Alonso-Lopez, Jesus A.
    Smilansky, Zeev
    [J]. SENSORS, 2013, 13 (06) : 7414 - 7442
  • [8] Smart tourism: foundations and developments
    Gretzel, Ulrike
    Sigala, Marianna
    Xiang, Zheng
    Koo, Chulmo
    [J]. ELECTRONIC MARKETS, 2015, 25 (03) : 179 - 188
  • [9] Guo B, 2014, INT CONF PERVAS COMP, P593, DOI 10.1109/PerComW.2014.6815273
  • [10] Kantarci B, 2014, IEEE GLOB COMM CONF, P2905, DOI 10.1109/GLOCOM.2014.7037249