Creating Personal, Social, and Urban Awareness through by Bin Guo, Daniele Riboni, Peizhao Hu

By Bin Guo, Daniele Riboni, Peizhao Hu

The fresh emergence and incidence of social community functions, sensor outfitted cellular units, and the supply of huge quantities of geo-referenced facts have enabled the research of recent context dimensions that contain person, social, and concrete context.

Creating own, Social, and concrete wisdom via Pervasive Computing presents an summary of the theories, suggestions, and functional purposes concerning the 3 dimensions of context understanding. in the course of the exploration of rising examine developments of pervasive computing, this booklet is helpful to professors, scholars, researchers, and builders this most recent improvement within the box of context-awareness and pervasive computing.

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However, it is still a challenge due to the constraints of resources on mobile phones, such as battery limitation, computational load, and so on. To address these issues, we have proposed a scalable user awareness algorithm based on the Hybrid Data Processing (HDP) strategy (Liang, Zhou, Yu, Guo & Yang, 2012; Guo, Zhang, Yu, Liang, Wang & Zhou, 2012). In HDP, to reduce communication cost, raw sensor readings are processed by lightweight feature extractors (time 11 Towards Personal, Social, and Urban Awareness features, frequency features) running on the phone, the extracted features are then transmitted to backend servers for user activity recognition and routing mining.

Inferring social network structure using mobile phone data. Proceedings of the National Academy of Sciences of the United States of America, 106(36), 15274–15278. 0900282106 PMID:19706491. , & Huang, T. (2007). Incremental spectral clustering with application to monitoring of evolving blog communities. Paper presented in the Meeting of SIAM International Conference on Data Mining. Minneapolis, MN. , Fishkin, K. , Patterson, D. , & Hahnel, D. (2004). Inferring activities from interactions with objects.

Paper presented in the Meeting of Ubiquitous Computing. Beijing, China. , & Sumiya, K. (2011). Discovery of unusual regional social activities using geo-tagged microblogs. World Wide Web (Bussum), 14(4), 321–349. 1007/s11280011-0120-x. , & Yu, Z. (2012). Extraction of human social behavior from mobile phone sensing. Paper presented in the meeting of International Conference on Active Media Technology (AMT-12). Macau. , & Yu, Z. (2012). Understanding the regularity and variability of human mobility from geo-trajectory.

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