@inproceedings{df46149d3e904a8e8cd89672166a9843,
title = "An Opportunistic Music Sharing System Based on Mobility Prediction and Preference Learning",
abstract = "With the widespread use of smart phones, opportunistic networks that leverage opportunistic contacting and data transmission among people have become a new data sharing medium. In this paper, we propose an intelligent music sharing system called 'Music On Go', which is based on mobility prediction and preference extraction in opportunistic networks. In detail, we first present a human mobility prediction method based on geo-trajectory mining. A tag-based preference learning method is then proposed to extract user preference for supporting file sharing among peers. We implemented the system in commercial smart phones equipped with Bluetooth and GPS interfaces. Experimental results showed that the proposed system successfully enables opportunistic mobile file sharing and facilitates user interactions.",
keywords = "Feature Extraction, Mobile file sharing, Mobility Prediction, Opportunistic network",
author = "Fei Yi and Zhiwen Yu and Hui Wang and Bin Guo and Xingshe Zhou",
note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 11th IEEE International Conference on Ubiquitous Intelligence and Computing and 11th IEEE International Conference on Autonomic and Trusted Computing and 14th IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014 ; Conference date: 09-12-2014 Through 12-12-2014",
year = "2014",
doi = "10.1109/UIC-ATC-ScalCom.2014.72",
language = "英语",
series = "Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "148--153",
editor = "Yu Zheng and Parimala Thulasiraman and Apduhan, {Bernady O.} and Yukikazu Nakamoto and Huansheng Ning and Yuqing Sun",
booktitle = "Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014",
}