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Chapter 3 Related Work In this chapter, we describe prior work related to the topics presented in this thesis. As this thesis covers a number of different topics, the related work has been grouped into sections detailing (a) work that examines the static structural properties of com- plex networks, (b) work that examines how complex networks evolve, (c) work that identifies and uses communities in online social networks, (d) work that tries to solve the problem of unwanted communication, and (e) work that tries to personalize web search. 3.1 Complex network structure We begin by examining work that characterizes the structure of static snapshots of large scale networks. In following chapters, we examine the static snapshots of multiple online social networks. In order to ground our analysis, we compare our results to those from other large-scale complex networks such as the Web and the Internet. Thus, we describe related work that studies these networks after describing work that studies social networks. 32PDF Image | Online Social Networks: Measurement, Analysis, and Applications to Distributed Information Systems
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