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Profil personnel

Présentation

Interests

I work with networks both theoretically as well as practically. What follows is a brief overview of my research interests, with links to my publications in each area. 

Analysis of small and large networks

  • I run the KONECT project in order to have enough datasets to produce significant research. KONECT is a collection of 230+ networks, and a software library for their generation and analysis.

Spectral and algebraic graph theory

  • I have done much work on representing graphs as matrices and using the decomposition of these matrices to get insights on the graphs. My PhD thesis was about the use of graph matrix decompositions in link prediction. The main result of my PhD thesis is the Spectral Evolution Model.
  • I showed how split-complex numbers can be used to model relationships on dating websites
  • I have contributed to the state of the art in the area of tensor decompositions and joint diagonalisation in network analysis.

Modeling of complex networks

Graphs with special structure

Machine learning in graphs

 

Jérôme Kunegis on Twitter

Jérôme Kunegis on GitHub

Blog of Jérôme Kunegis

Empreinte digitale L’empreinte digitale est basée sur l’exploration du texte des documents scientifiques d’individus afin de créer un index de termes pondérés, qui définit les thèmes clés de chaque chercheur individuel.

Social Media mathématiques
Connectedness mathématiques
Crime Ingénierie et Science des Matériaux
Polarity mathématiques
User Interaction mathématiques
Interaction mathématiques
Decentralized mathématiques
Communication Ingénierie et Science des Matériaux

Résultat de recherche 2017 2017

  • 1 Article dans les actes d'une conférence/un colloque

‘Dark Germany’: Hidden patterns of participation in online far-right protests against refugee housing

Schelter, S. & Kunegis, J. 2017 Social Informatics - 9th International Conference, SocInfo 2017, Proceedings. Springer Verlag, Vol 10539 LNCS, p. 277-288 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol 10539 LNCS)

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collectionArticle dans les actes d'une conférence/un colloque

Social Media
Connectedness
Crime
Polarity
User Interaction