KONECT: the Koblenz network collection

Summary

KONECT's taxonomy of networks datasets is described, an overview of the datasets included, a review of the supported statistics and plots, and the project's role in the area of web science and network science are discussed.

Keywords

Computer science, Toolbox, Network analysis, Data science, Information retrieval

References

Modern Graph TheoryLowell W. Beineke, Robin Wilson — 2013
Algebraic connectivity of graphsMiroslav Fiedler — 1973
Fairness on the web: alternatives to the power lawJérôme Kunegis, Julia Preusse — 2012
Power laws, Pareto distributions and Zipf's lawMEJ Newman — 2005
For good measure1970
Emergence of Scaling in Random NetworksB. McInnes, Jannene S. McBride, N. Evans — 1999

Cited by

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Double transition of information spreading in a two-layered network.Maite Mases i i Giné, Leonor Carbonell Carvajal — 2018
Fast diameter and radius BFS-based computation in (weakly connected) real-world graphs: With an application to the six degrees of separation gamesMichele Borassi, Pierluigi Crescenzi, Michel Habib — 2015
New Trends in Databases and Information Systems: ADBIS 2020 Short Papers, Lyon, France, August 25–27, 2020, ProceedingsJérôme Darmont, Novikov, Boris, Wrembel, Robert — 2020
Analysing the connectivity and communication of suicidal users on twitterGualtiero B. Colombo, Pete Burnap, Andrei Hodorog — 2016
Exploring the Graph of Graphs: Network Evolution and Centrality DistancesYvonne Anne Pignolet, Matthieu Roy, Stefan Schmid — 2015
On the Application of Link Analysis Algorithms for Ranking Bipartite GraphsAntonia Korba — 2015
Analytical, Theoretical and Empirical Advances in Genome-Scale AlgorithmicsKai Wang — 2015
Link Prediction Methods and Their Accuracy for Different Social Networks and Network MetricsFei Gao, Katarzyna Musiał, Colin Cooper — 2015
Core-Periphery in Networks: An Axiomatic ApproachChen Avin, Zvi Lotker, David Peleg — 2014
Applications of Structural Balance in Signed Social NetworksJérôme Kunegis — 2014
A complete data frame work for fitting power law distributionsColin S. Gillespie — 2014
Handbook of Network Analysis [KONECT - the Koblenz Network Collection]Jérôme Kunegis — 2014
Simple parallel biconnectivity algorithms for multicore platformsGeorge M. Slota, Kamesh Madduri — 2014
Estimating clustering coefficients and size of social networks via random walkStephen J. Hardiman, Liran Katzir — 2013
Location-aware associated data placement for geo-distributed data-intensive applicationsBoyang Yu, Jianping Pan — 2015
High-Performance Graph Analytics on Manycore ProcessorsGeorge M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri — 2015
Existence of outsiders as a characteristic of online communication networksTaro Takaguchi, Takanori Maehara, Ken‐ichi Kawarabayashi — 2014
Computing the Pseudo-Inverse of a Graph's Laplacian Using GPUsNishant Saurabh, Ana Lucia Vărbănescu, Gyan Ranjan — 2015
Maximum Entropy Models of Shortest Path and Outbreak Distributions in NetworksChristian Bauckhage, Kristian Kersting, Fabian Hadiji — 2015

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