A framework for the construction of generative models for mesoscale structure in multilayer networks
Marya Bazzi, Lucas G. S. Jeub, Àlex Arenas, Sam Howison, Mason A. Porter
Abstract
This paper introduces a framework for the construction of generative models for mesoscale structures in multilayer networks. This framework provides a standardized set of generative models, together with an associated set of principles from which they are derived, for studies of mesoscale structures in multilayer networks.
Topics & Concepts
Mesoscale meteorologyComputer scienceGenerative grammarSet (abstract data type)Microscale chemistryGenerative modelConstruct (python library)Artificial intelligenceData miningTheoretical computer scienceGeologyMathematicsProgramming languageMathematics educationClimatologyComplex Network Analysis TechniquesOpinion Dynamics and Social InfluenceData Visualization and Analytics