Preference-aware object retrieval in opportunistic mobile social networks

Hsiung Hung Liu, Cheng Fu Chou, Ing-Chau Chang

研究成果: Conference contribution

摘要

Mobile social networks (MSNs) have attracted much attention for the past few years. Due to non-deterministic social contact and intermittent as well as asymmetric connectivity in MSNs, recent research works on MSNs only focus on unicast or multicast protocols for speeding up object dissemination. Unlike previous works, the focus of this paper is on how to design an efficient (multimedia) object retrieval scheme for MSNs. The key challenge for the object retrieval in MSNs is that we need to deal with not only the connectivity issue in MSNs, but also the heterogeneous objects owned by different users. Our idea is that, given a query object, we jointly consider the user preference probability and the characteristics of the round-trip object retrieval to design the object retrieval scheme. Since multimedia objects are usually associated with multiple attributes, we are able to characterize users by the objects they hold, and then compute the preference probability of the targeted object for each user. Next, we divide the object retrieval scenario in MSNs into two phases: the searching phase and the returning phase. When the query is in searching phase, the relaying user needs to jointly consider the successful probability in the searching phase as well as in the returning phase. In the returning phase, the relaying user just considers the probability of returning the object back to source node. In addition, we also develop a discrete-time analytic model to predict the node delivery probability and use it for the relay node selection. A performance study, via simulations based on MIT Reality and Last.fm music trace, illustrates that our proposed schemes are effective in object retrieval on MSNs.

原文English
主出版物標題2013 IEEE Wireless Communications and Networking Conference, WCNC 2013
頁面4434-4438
頁數5
DOIs
出版狀態Published - 2013 八月 21
事件2013 IEEE Wireless Communications and Networking Conference, WCNC 2013 - Shanghai, China
持續時間: 2013 四月 72013 四月 10

出版系列

名字IEEE Wireless Communications and Networking Conference, WCNC
ISSN(列印)1525-3511

Other

Other2013 IEEE Wireless Communications and Networking Conference, WCNC 2013
國家China
城市Shanghai
期間13-04-0713-04-10

All Science Journal Classification (ASJC) codes

  • Engineering(all)

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