Social network based applications have experienced exponential growth in recent years.
One of the reasons for this rise is that this application domain offers a particularly fertile …

Computational analysis and interactive visualization of biological networks and protein
structures are common tasks for gaining insight into biological processes. This protocol …

Mathematical software and graph-theoretical algorithmic packages to efficiently model,
analyze, and query graphs are crucial in an era where large-scale spatial, societal, and …

We introduce NetworKit, an open-source software package for analyzing the structure of
large complex networks. Appropriate algorithmic solutions are required to handle …

Social roles in online discussion forums can be described by patterned characteristics of
communication between network members which we conceive of as 'structural …

Recent advances in high‐throughput experimental techniques have led to an exponential
increase in both the size and the complexity of the data sets commonly studied in biology …

MatrixExplorer is a network visualization system that uses two representations: node-link
diagrams and matrices. Its design comes from a list of requirements formalized after several …

This paper investigates some of the social roles people play in the online community of
Wikipedia. We start from qualitative comments posted on community oriented pages, wiki …

Understanding the social roles of the members a group can help to understand the social
context of the group. We present a method of applying social network analysis to support the …

One promising trend in social science research is towards a relational explanation of social
phenomena. Rather than explaining outcomes through differences in individual attributes, a …