Download Complex Networks IV: Proceedings of the 4th Workshop on by Nicolas Dugué, Anthony Perez (auth.), Gourab Ghoshal, Julia PDF

By Nicolas Dugué, Anthony Perez (auth.), Gourab Ghoshal, Julia Poncela-Casasnovas, Robert Tolksdorf (eds.)

A community is a mathematical item together with a collection of issues (called vertices or nodes) which are hooked up to one another in a few model by means of traces (called edges). seems this easy description corresponds to a bewildering array of structures within the genuine global, starting from technological ones akin to the web and world-wide-web, organic networks comparable to that of connections of the worried structures or blood vessels, nutrients webs, protein interactions, infrastructural structures akin to networks of roads, airports or the power-grid, to styles of social acquaintance akin to friendship, community of Hollywood actors, connections among enterprise homes and lots of extra.

Recent years have witnessed a great deal of curiosity in the clinical group within the houses of those networks. The emergence of the net specifically, coupled with the common availability of cheap computing assets has facilitated reviews starting from huge scale empirical research of networks within the genuine global, to the advance of theoretical versions and instruments to discover some of the homes of those platforms. The research of networks is extensively interdisciplinary and imperative advancements have happened in lots of fields, together with arithmetic, physics, laptop and data sciences, biology, and the social sciences.

This publication brings jointly a set of state-of-the-art study within the box from a various array of researchers starting from physicists to social scientists, and offers them in a coherent style, highlighting the powerful interconnections among the several components. subject matters integrated are social networks and social media, opinion and innovation diffusion, syncronization, transportation networks and human mobility, in addition to conception, modeling and metrics of advanced Networks.

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Additional resources for Complex Networks IV: Proceedings of the 4th Workshop on Complex Networks CompleNet 2013

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Dark blue color (marked by zero at color bar) indicates no-calls intervals. The 15th column on both figures presents the assignment of community labels in the aggregated over the whole period network. Fig. 6 Evolution of voice-call activity of users within their own communities in time. Examples of communities with dominating intra- and inter-community activities are shown on the left and on the right, respectively. Color bar represents community labels. communities in time became clearly visible.

A greedy algorithm to match partitions is outlined in Section 3. Analysis of real-world mobile datasets [8] briefly presented in Section 4, followed by conclusions in Section 5. 2 Distance Measure between Networks To quantify structural properties of dynamic networks a variety of measures has been suggested. For example, in [9] a measure based on Katz-centrality is proposed to analyze time-dependent networks. However, this measure assumes a connected network, which is not always observed in dynamic social or biological networks with a set of disjoint subgraphs.

39–46. 1007/978-3-642-36844-8_4 40 N. , groups of nodes which are interconnected more densely among themselves than with the rest of the network. The growing interest to the problem of community detection was triggered by the introduction of a new clustering measure called modularity [1]. , see [2] and references within. However, most of these methods address static networks partitioning into disjoint communities. On the other hand, in practice communities are dynamic and often overlapping structures.

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