The large diffusion of Online Social Networks (OSNs) has influenced the way people interact with each other. OSNs present several drawbacks, one of the most important is the problem of privacy disclosures. Distributed Online Social Networks (DOSNs) have been proposed as a valid alternative solution to solve this problem. DOSNs are Online Social Networks implemented on a distributed platform, such as a P2P system or a mobile network. However, the decentralization of the control presents several challenges, one of the main ones is guaranteeing data availability without relying on a central server. To this aim, users’ data allocation strategies have to be defined and this requires the knowledge of both structural and temporal characteristics of ego networks which is a difficult task due to the lack of real datasets limiting the research in this field. The goal of this paper is the study of the behaviour of users in a real social network in order to define proper strategies to allocate the users’ data on the DOSN nodes. In particular, we present an analysis of the temporal affinity and the structure of communities and their evolution over the time by using a real Facebook dataset.

Salve, A.D., Guidi, B., Ricci, L. (2017). Evaluation of Structural and Temporal Properties of Ego Networks for Data Availability in DOSNs. MOBILE NETWORKS AND APPLICATIONS, 23(1), 155-166 [10.1007/s11036-017-0830-0].

Evaluation of Structural and Temporal Properties of Ego Networks for Data Availability in DOSNs

Salve, Andrea De;
2017-01-01

Abstract

The large diffusion of Online Social Networks (OSNs) has influenced the way people interact with each other. OSNs present several drawbacks, one of the most important is the problem of privacy disclosures. Distributed Online Social Networks (DOSNs) have been proposed as a valid alternative solution to solve this problem. DOSNs are Online Social Networks implemented on a distributed platform, such as a P2P system or a mobile network. However, the decentralization of the control presents several challenges, one of the main ones is guaranteeing data availability without relying on a central server. To this aim, users’ data allocation strategies have to be defined and this requires the knowledge of both structural and temporal characteristics of ego networks which is a difficult task due to the lack of real datasets limiting the research in this field. The goal of this paper is the study of the behaviour of users in a real social network in order to define proper strategies to allocate the users’ data on the DOSN nodes. In particular, we present an analysis of the temporal affinity and the structure of communities and their evolution over the time by using a real Facebook dataset.
http://www.springerlink.com/content/1383-469X
Salve, A.D., Guidi, B., Ricci, L. (2017). Evaluation of Structural and Temporal Properties of Ego Networks for Data Availability in DOSNs. MOBILE NETWORKS AND APPLICATIONS, 23(1), 155-166 [10.1007/s11036-017-0830-0].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10447/354953
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