Publications

KONECT > Publications

Handbook

Most information about KONECT can be found in the KONECT handbook.

Download: konect-handbook.pdf (605.58 KiB) [Last updated: Mon Jun 10 12:52:05 2013]

Please use the following reference to cite KONECT.

[1]	Jérôme Kunegis. KONECT - The Koblenz Network Collection. In Proc. Int. Web Observatory Workshop, 2013. [ .pdf ]

Publications using KONECT

The following publications use KONECT datasets in their evaluations. If you have a publication using KONECT, you may add it to this list by reporting it to kunegis@uni-koblenz.de.

[1]	Jérôme Kunegis. On the Spectral Evolution of Large Networks. PhD thesis, University of Koblenz-Landau, 2011. [ .pdf ]
[2]	Jérôme Kunegis and Andreas Lommatzsch. Learning spectral graph transformations for link prediction. In Proc. Int. Conf. on Machine Learning, pages 561-568, 2009. [ .pdf ]
[3]	Jérôme Kunegis, Stephan Schmidt, Andreas Lommatzsch, and Jürgen Lerner. Spectral analysis of signed graphs for clustering, prediction and visualization. In Proc. SIAM Int. Conf. on Data Mining, pages 559-570, 2010. [ .pdf ]
[4]	Jérôme Kunegis, Ernesto W. De Luca, and Sahin Albayrak. The link prediction problem in bipartite networks. In Proc. Int. Conf. in Information Processing and Management of Uncertainty in Knowledge-based Systems, pages 380-389, 2010. [ .pdf ]
[5]	Jérôme Kunegis, Damien Fay, and Christian Bauckhage. Network growth and the spectral evolution model. In Proc. Int. Conf. on Information and Knowledge Management, pages 739-748, 2010. [ .pdf ]
[6]	Jérôme Kunegis, Sergej Sizov, Felix Schwagereit, and Damien Fay. Diversity dynamics in online networks. In Proc. Conf. on Hypertext and Social Media, pages 255-264, 2012. [ .pdf ]
[7]	Jérôme Kunegis, Damien Fay, and Christian Bauckhage. Spectral evolution in dynamic networks. Knowledge and Information Systems, pages 1-36, 2012. 10.1007/s10115-012-0575-9. [ http ]
[8]	Jérôme Kunegis and Julia Preusse. Fairness on the web: Alternatives to the power law. In Proc. Web Science Conf., pages 175-184, 2012. [ .pdf ]
[9]	Jérôme Kunegis. KONECT Cloud - large scale network mining in the cloud. In Proc. Spring 2012 Future SOC Lab Day, HPI Technical Report Series, April 2012. [ .pdf ]
[10]	Jérôme Kunegis and Jörg Fliege. Predicting directed links using nondiagonal matrix decomposition. In Proc. Int. Conf. on Data Mining, pages 948-953, 2012. [ .pdf ]
[11]	Jérôme Kunegis, Julia Preusse, and Felix Schwagereit. What is the added value of negative links in online social networks? In Proc. Int. World Wide Web Conf., pages 727-736, 2013. [ .pdf ]
[12]	Jérôme Kunegis, Marcel Blattner, and Christine Moser. Preferential attachment in online networks: Measurement and explanations. In Proc. Web Science Conf., 2013. [ .pdf ]
[13]	Stephan Spiegel, Jan Clausen, Sahin Albayrak, and Jérôme Kunegis. Link prediction on evolving data using tensor factorization. In Proc. Workshop on Behavior Informatics, 2011. [ .pdf ]
[14]	Julia Preusse, Jérôme Kunegis, Matthias Thimm, Thomas Gottron, and Steffen Staab. Structural dynamics of knowledge networks. In Proc. Int. Conf. on Weblogs and Social Media, 2013. [ .pdf ]