Mersenne twister: a 623-dimensionally equidistributed uniform pseudo-random number generator
ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special issue on uniform random number generation
ACM Computing Surveys (CSUR)
Email as spectroscopy: automated discovery of community structure within organizations
Communities and technologies
The Structure and Dynamics of Networks: (Princeton Studies in Complexity)
The Structure and Dynamics of Networks: (Princeton Studies in Complexity)
NSDI'06 Proceedings of the 3rd conference on Networked Systems Design & Implementation - Volume 3
A tutorial on spectral clustering
Statistics and Computing
2APL: a practical agent programming language
Autonomous Agents and Multi-Agent Systems
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In this article, a study on informal communication network formation in a university environment is presented. The teacher communication network is analyzed through community detection techniques. It is evident that informal communication is an important process that traverses the vertical hierarchical structure of departments and courses in a university environment. A multi-agent model of the case study is presented here, showing the implications of using real data as training sets for multi-agent-based simulations. The influence of the "social neighborhood," as a mechanism to create assortative networks of contacts without full knowledge of the network, is discussed. It is shown that the radius of this social neighborhood has an effect on the outcome of the network structure and that in a university's case this distance is relatively small.