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The emergence and popularization of online social networks suddenly madeavailable a large amount of data from social organization, interaction andhuman behavior. All this information opens new perspectives and challenges tothe study of social systems, being of interest to many fields. Although mostonline social networks are recent (less than fifteen years old), a vast amountof scientific papers was already published on this topic, dealing with a broadrange of analytical methods and applications. This work describes howcomputational researches have approached this subject and the methods used toanalyze such systems. Founded on a wide though non-exaustive review of theliterature, a taxonomy is proposed to classify and describe differentcategories of research. Each research category is described and the main works,discoveries and perspectives are highlighted.

Online Social Network Analysis: A Survey of Research Applications in Computer Science