Community Structure in Jazz

Abstract

Using a database of jazz recordings we study the collaboration network of jazz musicians. We define the network at two different levels. First we study the collaboration network between individuals, where two musicians are connected if they have played in the same band. Then we consider the collaboration between bands, where two bands are connected if they have a musician in common. The community structure analysis reveals that these constructions capture essential ingredients of the social interactions between jazz musicians. We observe correlations between recording locations, racial segregation and the community structure. A quantitative analysis of the community size distribution reveals a surprising similarity with an e-mail based social network recently studied.

12 pages, 6 figures, Revtex4 format, Acknowledgments updated

References in corpus (4)

• The structure and function of complex networks
• Community structure in social and biological networks
• Assortative mixing in networks
• Dynamical and correlation properties of the Internet

Cited by in corpus (130)

• Modularity and community structure in networks
• Community detection in graphs
• Finding community structure in very large networks
• Fast algorithm for detecting community structure in networks
• Comparing community structure identification
• Community detection in complex networks using Extremal Optimization
• Analyzing and Modeling Real-World Phenomena with Complex Networks: A Survey of Applications
• Finding overlapping communities in networks by label propagation
• Analysis of the structure of complex networks at different resolution levels
• Ranking spreaders by decomposing complex networks
• Module identification in bipartite and directed networks
• Community detection in networks: Modularity optimization and maximum likelihood are equivalent
• Detecting network communities by propagating labels under constraints
• Modularity-Maximizing Network Communities via Mathematical Programming
• Size reduction of complex networks preserving modularity
• Advanced modularity-specialized label propagation algorithm for detecting communities in networks
• Nestedness in complex networks: Observation, emergence, and implications
• The clustering coefficient and community structure of bipartite networks
• Unfolding communities in large complex networks: Combining defensive and offensive label propagation for core extraction
• Robust network community detection using balanced propagation
• Machine learning meets network science: dimensionality reduction for fast and efficient embedding of networks in the hyperbolic space
• Robust Reconstruction of Complex Networks from Sparse Data
• Efficient modularity optimization by multistep greedy algorithm and vertex mover refinement
• Forman curvature for complex networks
• Universal Properties of Mythological Networks
• Improved community structure detection using a modified fine tuning strategy
• Link Prediction with Node Clustering Coefficient
• Comparative analysis of two discretizations of Ricci curvature for complex networks
• The Topology of Music Recommendation Networks
• Strong correlations between text quality and complex networks features
• Detecting communities using asymptotical Surprise
• Link Prediction via Matrix Completion
• Multilayer stochastic block models reveal the multilayer structure of complex networks
• Characteristic times of biased random walks on complex networks
• Overlapping Community Detection in Complex Networks using Symmetric Binary Matrix Factorization
• Community Detecting By Signaling on Complex Networks
• On the relationship between the structural and socioacademic communities of a coauthorship network
• Hierarchical Clustering Supported by Reciprocal Nearest Neighbors
• Map equation for link community
• Community structure of complex software systems: Analysis and applications
• Core-periphery structure requires something else in the network
• Clustering Drives Assortativity and Community Structure in Ensembles of Networks
• A Deep Generative Model for Graph Layout
• Topological implications of negative curvature for biological and social networks
• The networked seceder model: Group formation in social and economic systems
• Multistep greedy algorithm identifies community structure in real-world and computer-generated networks
• Interacting discovery processes on complex networks
• Accuracy and Precision of Methods for Community Identification in Weighted Networks
• Covariance, correlation matrix and the multi-scale community structure of networks
• State and Network Structures of Stock Markets around the Global Financial Crisis
• The Social Network of Contemporary Popular Musicians
• Community Detection in Complex Networks Using Density-based Clustering Algorithm
• The Network of Collaboration Among Rappers and its Community Structure
• The web of federal crimes in Brazil: topology, weaknesses, and control
• Playing the role of weak clique property in link prediction: A friend recommendation model
• Ubiquitousness of link-density and link-pattern communities in real-world networks
• Systematic evaluation of a new combinatorial curvature for complex networks
• Surviving opinions in Sznajd models on complex networks
• How to become a superhero
• Measuring Significance of Community Structure in Complex Networks
• Disentangling homophily, community structure and triadic closure in networks
• Fast and accurate determination of modularity and its effect size
• Community structures and role detection in music networks
• Reducing Degeneracy in Maximum Entropy Models of Networks
• Process Flow Diagram of an Ammonia Plant as a Complex Network
• Promoting information spreading by using contact memory
• Identifying significant edges via neighborhood information
• Predicting missing links via significant paths
• A New Computationally Efficient Measure of Topological Redundancy of Biological and Social Networks
• Extension of Modularity Density for Overlapping Community Structure
• A generalised significance test for individual communities in networks
• Phase diagrams of interacting spreading dynamics in complex networks
• Estimating the sensitivity of centrality measures w.r.t. measurement errors
• Improving link prediction in complex networks by adaptively exploiting multiple structural features of networks
• What do we see when we look at networks
• Topological structure and the H-index in complex networks
• Community detection in networks via nonlinear modularity eigenvectors
• Influencers identification in complex networks through reaction-diffusion dynamics
• Enhancing community detection by local structural information
• Mapping flows on sparse networks with missing links
• Ant Colony Optimization with a New Random Walk Model for Community Detection in Complex Networks
• Effect of size heterogeneity on community identification in complex networks
• Elites, communities and the limited benefits of mentorship in electronic music
• Percolation and the effective structure of complex networks
• Analysis of node2vec random walks on networks
• Reactive random walkers on complex networks
• Measuring topological descriptors of complex networks under uncertainty
• Learning epidemic threshold in complex networks by Convolutional Neural Network
• Relational hyperevent models for the coevolution of coauthoring and citation networks
• Network clustering and community detection using modulus of families of loops
• Hierarchical clustering with discrete latent variable models and the integrated classification likelihood
• On analyzing and evaluating privacy measures for social networks under active attack
• Fuzzy Overlapping Community Quality Metrics
• The Multi-Scale Network Landscape of Collaboration
• Robustness of community structure to node removal
• Community detection based on significance optimization in complex networks
• Predicting the evolution of complex networks via local information
• Sizing the length of complex networks
• Second-Order Assortative Mixing in Social Networks
• Mean-field theory for double-well systems on degree-heterogeneous networks
• Spontaneous Formation of Dynamical Groups in an Adaptive Networked System
• A Study on Modularity Density Maximization: Column Generation Acceleration and Computational Complexity Analysis
• Heterogeneous message passing for heterogeneous networks
• Reduced network extremal ensemble learning (RenEEL) scheme for community detection in complex networks
• A Deep Generative Model for Reordering Adjacency Matrices
• Accelerating coordination in temporal networks by engineering the link order
• The optimal edge for containing the spreading of SIS model
• Convex skeletons of complex networks
• Detecting Communities in Complex Networks using an Adaptive Genetic Algorithm and node similarity-based encoding
• Maths Meets Myths: Network Investigations of Ancient Narratives
• Inferring network topology via the propagation process
• Community structure in real-world networks from a non-parametrical synchronization-based dynamical approach
• Community Detection with the Map Equation and Infomap: Theory and Applications
• Detecting network communities via greedy expanding based on local superiority index
• EMH: Extended Mixing H-index centrality for identification important users in social networks based on neighborhood diversity
• A Model of Collaboration Network Formation with Heterogenous Skills
• Popularity and Centrality in Spotify Networks: Critical transitions in eigenvector centrality
• Adhesion-induced Discontinuous Transitions and Classifying Social Networks
• Signatures of currency vertices
• Comprehensive spectral approach for community structure analysis on complex networks
• D-chain tomography of networks: a new structure spectrum and an application to the SIR process
• Systematic comparison of graph embedding methods in practical tasks
• Network compression with configuration models and the minimum description length
• Generalization of Effective Conductance Centrality for Egonetworks
• Systematic assessment of the quality of fit of the stochastic block model for empirical networks
• Clones in Graphs
• Detecting hierarchical and overlapping network communities using locally optimal modularity changes
• Stationary States of a Random Copying Mechanism over a Complex Networks
• Searchability of central nodes in networks
• Domain matters: Towards domain-informed evaluation for link prediction