KONECT swMATH ID: 17480 Software Authors: J. Kunegis Description: KONECT — The Koblenz Network Collection. We present the Koblenz Network Collection (KONECT), a project to collect network datasets in the areas of web science, network science and related areas, as well as provide tools for their analysis. In the cited areas, a surprisingly large number of very heterogeneous data can be modeled as networks and consequently, a unified representation of networks can be used to gain insight into many kinds of problems. Due to the emergence of the World Wide Web in the last decades many such datasets are now openly available. The KONECT project thus has the goal of collecting many diverse network datasets from the Web, and providing a way for their systematic study. The main parts of KONECT are (1) a collection of over 160 network datasets, consisting of directed, undirected, unipartite, bipartite, weighted, unweighted, signed and temporal networks collected from the Web, (2) a Matlab toolbox for network analysis and (3) a website giving a compact overview the various computed statistics and plots. In this paper, we describe KONECT’s taxonomy of networks datasets, give an overview of the datasets included, review the supported statistics and plots, and briefly discuss KONECT’s role in the area of web science and network science Homepage: http://dl.acm.org/citation.cfm?id=2488173 Related Software: SNAP; plfit; Pajek; NetworKit; Pajek datasets; DBpedia; igraph; node2vec; GitHub; Gurobi; DIMACS; SimRank; GraphBase; DynGEM; word2vec; DeepWalk; EdgeRewire; Holes; poweRlaw; ismev Cited in: 71 Publications all top 5 Cited by 204 Authors 4 Cai, Shaowei 4 Resnick, Sidney Ira 4 Wang, Tiandong 3 Bergamini, Elisabetta 3 Jost, Jürgen 3 Meyerhenke, Henning 3 Samal, Areejit 3 Saucan, Emil 3 Yousuf, Muhammad Irfan 2 Abid, Muhammad 2 Anwar, Raheel 2 Bader, David A. 2 Devriendt, Karel 2 Genova, Kyle 2 Habib, Michel A. 2 Hao, Jin-Kao 2 Lambiotte, Renaud 2 Sreejith, R. P. 2 Strash, Darren 2 Wang, Yiyuan 2 Williamson, David P. 1 Abu-Khzam, Faisal N. 1 Alrasheed, Hend 1 Asta, Dena Marie 1 Babaei, Amin 1 Balls-Barker, Bryn 1 Bao, Zhifeng 1 Barbalho, Hugo 1 Bhattacharya, Saumik 1 Binchi, Jacopo 1 Bloem, Peter 1 Boginski, Vladimir L. 1 Bonald, Thomas 1 Borassi, Michele 1 Buzzanca, M. 1 Calder, Catherine A. 1 Carchiolo, Vincenza 1 Charpentier, Bertrand 1 Chen, Duanbing 1 Chen, Yahong 1 Chepoi, Victor D. 1 Ch’ng, Eugene 1 Chu, Yi 1 Crescenzi, Pierluigi 1 Cruciani, Emilio 1 Culpepper, J. Shane 1 D’Angelo, Gianlorenzo 1 Davis, Richard A. 1 de Lara, Nathan 1 de Rooij, Steven 1 Dong, Qiang 1 Dragan, Feodor F. 1 Drees, Holger 1 Duarte-López, Ariel 1 Dürrschnabel, Dominik 1 Egan, Judith 1 Emmons, Scott 1 Fang, Shiyu 1 Forsyth, Peter A. 1 Garibaldi, Jonathan M. 1 Gaurav, Kumar 1 Georgiadis, Loukas 1 Ghosh, Sayantari 1 Giannis, Konstantinos 1 Gibson, Ryan M. 1 Giscard, Pierre-Louis 1 Goel, Rishab 1 Gong, Zhiguo 1 González, Pedro Henrique 1 Green, Oded 1 Guo, Yuhong 1 Guo, Yuning 1 Hanguir, Oussama 1 Huang, Shixun 1 Huang, Weiqiang 1 Inoue, Katsumi 1 Italiano, Giuseppe Francesco 1 Jain, Kshitij 1 Janßen, Anja 1 Karanasiou, Aikaterini 1 Kaski, Petteri 1 Kazemi, Seyed Mehran 1 Keng, Ying Ying 1 Kim, Suhyun 1 Kobyzev, Ivan 1 Komusiewicz, Christian 1 Kosters, Walter A. 1 Koyda, Maren 1 Kriege, Nils M. 1 Kunegis, Jérôme 1 Kwa, Kiam-Heong 1 Laura, Luigi 1 Lauri, Juho 1 Lee, Yan-Li 1 Li, Longjie 1 Li, Mingjie 1 Li, Wanchun 1 Li, Yingxiang 1 Lin, Jinkun 1 Lin, Wen-Wei ...and 104 more Authors all top 5 Cited in 38 Serials 4 Physica A 4 Chaos, Solitons and Fractals 3 Information Sciences 3 Computers & Operations Research 2 Discrete Applied Mathematics 2 Algorithmica 2 European Journal of Operational Research 2 Journal of Combinatorial Optimization 2 Extremes 2 Journal of Machine Learning Research (JMLR) 2 Internet Mathematics 2 Journal of Statistical Mechanics: Theory and Experiment 2 Algorithms 1 International Journal of Modern Physics B 1 Journal of Statistical Physics 1 Linear and Multilinear Algebra 1 Applied Mathematics and Computation 1 Journal of Computational and Applied Mathematics 1 The Journal of Mathematical Sociology 1 Theoretical Computer Science 1 Systems & Control Letters 1 Statistical Science 1 Linear Algebra and its Applications 1 SIAM Review 1 Stochastic Processes and their Applications 1 Distributed Computing 1 SIAM Journal on Scientific Computing 1 Computational and Applied Mathematics 1 The Journal of Artificial Intelligence Research (JAIR) 1 Journal of Graph Algorithms and Applications 1 Discrete Mathematics and Theoretical Computer Science. DMTCS 1 Chaos 1 Data Mining and Knowledge Discovery 1 Methodology and Computing in Applied Probability 1 Journal of Systems Science and Complexity 1 Journal of Theoretical Biology 1 Axioms 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 14 Fields 43 Combinatorics (05-XX) 31 Computer science (68-XX) 15 Operations research, mathematical programming (90-XX) 10 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 6 Probability theory and stochastic processes (60-XX) 6 Statistics (62-XX) 5 Statistical mechanics, structure of matter (82-XX) 5 Biology and other natural sciences (92-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Numerical analysis (65-XX) 2 Differential geometry (53-XX) 2 Systems theory; control (93-XX) 1 Algebraic topology (55-XX) 1 Manifolds and cell complexes (57-XX) Citations by Year