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Dr. Jérôme Kunegis

B 122
+49 261 287-2775
kunegis@uni-koblenz.de

Complete CV

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Interests

When I passed my PhD in Koblenz, my colleagues gave my a t-shirt that summarizes my research interests. On it was written "Everything is a Network". My research interests indeed follow these lines:

Other interests of me include:

  • Web Science
    • Beside being part of the Institute for Web Science and Technologies at the University of Koblenz–Landau, I have been involved with the organization of the Web Science Conference and related Web Science workshops, and am also involved on multiple projects in which aspects of social sciences play a role. I have also been present on the Web Science conference roster since 2011.
  • Interestingness on Twitter
    • Since 2010, I have written multiple papers about the notion of interestingness as applied to postings on Twitter.
  • Tensor decomposition and joint diagonalization
    • In addition to matrix decomposition methods for graphs, I have written multiple papers on the use of tensor factorization and related methods to analyse graphs.

My Name

The correct spelling of my name is Jérôme Kunegis, including an acute accent on the first E and a circumflex accent on the O. I do not have other first names or a middle name.

The pronunciation of my name is [ʒe.ʁoːm ky.ne.ʒis] in French and [ʒə.ˈʁoːm ku.ˈneː.ɡɪs] in German. (See French and German phonology)

Bibsonomy-ID: 
kunegis

Publications:
2016
On the Ubiquity of Web Tracking: Insights from a Billion-Page Web Crawl
Sebastian Schelter, Jérôme Kunegis.
Linguistic Neighbourhoods: Explaining Cultural Borders on Wikipedia through Multilingual Co-editing Activity
Anna Samoilenko, Fariba Karimi, Daniel Edler, Jérôme Kunegis, Markus Strohmaier.
Continuous-Time Quantum Walks on Directed Bipartite Graphs
Beat Tödtli, Monika Laner, Jouri Semenov, Beatrice Paoli, Marcel Blattner, Jérôme Kunegis.
Tracking the Trackers: A Large-Scale Analysis of Embedded Web Trackers
Sebastian Schelter, Jérôme Kunegis. Proc. Int. Conf. on Web and Social Media
2015
Exploiting the Structure of Bipartite Graphs for Algebraic and Spectral Graph Theory Applications
Jérôme Kunegis.
Social Networking by Proxy: Analysis of Dogster, Catster and Hamsterster
Daniel Dünker, Jérôme Kunegis. Proc. Int. Conf. on World Wide Web Companion
Social Networking by Proxy: A Case Study of Catster, Dogster and Hamsterster
Daniel Dünker, Jérôme Kunegis.
Linguistic Influence Patterns within the Global Network of Wikipedia Language Editions
Anna Samoilenko, Fariba Karimi, Jérôme Kunegis, Daniel Edler, Markus Strohmaier. Proc. Web Science Conf.
Voting Behaviour and Power in Online Democracy: A Study of LiquidFeedback in Germany's Pirate Party
Christoph Carl Kling, Jérôme Kunegis, Heinrich Hartmann, Markus Strohmaier, Steffen Staab. Proc. Int. Conf. on Weblogs and Social Media
Private-Collective Invention and Open Source Software: Longitudinal Insights from Linux Kernel Development
Dirk Homscheid, Jérôme Kunegis, Mario Schaarschmidt. Proc. IFIP Conf. on e-Business, e-Services and e-Society
Glaubwürdigkeit und Vertrauen von Online-News
Ines C. Vogel, Jutta Milde, Karin Stengel, Steffen Staab, Christoph Carl Kling, Jérôme Kunegis.
Twitter as a Political Network -- Predicting the Following and Unfollowing Behavior of German Politicians
Julia Perl, Claudia Wagner, Jérôme Kunegis, Steffen Staab. Proc. Web Science Conf.
2014
Detecting Non-Gaussian Geographical Topics in Tagged Photo Collections
Christoph Carl Kling, Jérôme Kunegis, Sergej Sizov, Steffen Staab. Proc. Int. Conf. on Web Search and Data Mining
Applications of Structural Balance in Signed Social Networks
Jérôme Kunegis.
DecLiNe -- Models for Decay of Links in Networks
Julia Preusse, Jérôme Kunegis, Matthias Thimm, Sergej Sizov.
Polcovar: Software for Computing the Mean and Variance of Subgraph Counts in Random Graphs
Jérôme Kunegis.
2013
Preferential Attachment in Online Networks: Measurement and Explanations
Jérôme Kunegis, Marcel Blattner, Christine Moser. Proc. Web Science Conf.
What Is the Added Value of Negative Links in Online Social Networks?
Jérôme Kunegis, Julia Preusse, Felix Schwagereit. Proc. Int. World Wide Web Conf.
Spectral Evolution in Dynamic Networks
Jérôme Kunegis, Damien Fay, Christian Bauckhage.
Social Network Datasets
Jérôme Kunegis.
Spectral Evolution of Social Networks
Jérôme Kunegis.
Centrality and Mode Detection in Dynamic Contact Graphs; a Joint Diagonalisation Approach
Damien Fay, Jérôme Kunegis, Eiko Yoneki. Proc. Int. Conf. on Advances in Social Networks Analysis and Mining
KONECT -- The Koblenz Network Collection
Jérôme Kunegis. Proc. Int. Conf. on World Wide Web Companion
Structural Dynamics of Knowledge Networks
Julia Preusse, Jérôme Kunegis, Matthias Thimm, Thomas Gottron, Steffen Staab. Proc. Int. Conf. on Weblogs and Social Media
2012
KONECT Cloud -- Large Scale Network Mining in the Cloud
Jérôme Kunegis. Proc. Spring 2012 Future SOC Lab Day
Fairness on the Web: Alternatives to the Power Law
Jérôme Kunegis, Julia Preusse. Proc. Web Science Conf.
LiveTweet: Monitoring and Predicting Interesting Microblog Posts
Arifah Che Alhadi, Thomas Gottron, Jérôme Kunegis, Nasir Naveed. Proc. European Conf. on Information Retrieval Demonstrations
Online Dating Recommender Systems: The Split-complex Number Approach
Jérôme Kunegis, Gerd Gröner, Thomas Gottron. Proc. Workshop on Recommender Systems and the Social Web
Predicting Directed Links using Nondiagonal Matrix Decomposition
Jérôme Kunegis, Jörg Fliege. Proc. Int. Conf. on Data Mining
Diversity Dynamics in Online Networks
Jérôme Kunegis, Sergej Sizov, Felix Schwagereit, Damien Fay. Proc. Conf. on Hypertext and Social Media
2011
One Community Does Not Rule Them All
Thomas Gottron, Jérôme Kunegis, Ansgar Scherp, Steffen Staab. Proc. Web Science Conf.
Bad News Travels Fast: A Content-based Analysis of Interestingness on Twitter
Nasir Naveed, Thomas Gottron, Jérôme Kunegis, Arifah Che Alhadi. Proc. Web Science Conf.
On the Spectral Evolution of Large Networks
Jérôme Kunegis.
Link Prediction on Evolving Data using Tensor Factorization
Stephan Spiegel, Jan Clausen, \,Sahin Albayrak, Jérôme Kunegis. Proc. Workshop on Behavior Informatics
On Joint Diagonalisation for Dynamic Network Analysis
Damien Fay, Jérôme Kunegis, Eiko Yoneki.
Challenges in Mining Social Media: Sparsity and Quality
Thomas Gottron, Nasir Naveed, Jérôme Kunegis, Arifah Che Alhadi. Challenges in Document Mining (Dagstuhl Seminar 11171)
LiveTweet: Microblog Retrieval Based on Interestingess and an Adaptation of the Vector Space Model
Arifah Che Alhadi, Thomas Gottron, Jérôme Kunegis, Nasir Naveed. Proc. Text Retrieval Conference
Discriminating Graphs through Spectral Projections
Damien Fay, Hamed Haddadi, Steve Uhlig, Liam Kilmartin, Andrew W. Moore, Jérôme Kunegis, Marios Iliofotou.
Searching Microblogs: Coping with Sparsity and Document Quality
Nasir Naveed, Thomas Gottron, Jérôme Kunegis, Arifah Che Alhadi. Proc. Int. Conf. on Information and Knowledge Management
2010
Spectral Analysis of Signed Graphs for Clustering, Prediction and Visualization
Jérôme Kunegis, Stephan Schmidt, Andreas Lommatzsch, Jürgen Lerner. Proc. SIAM Int. Conf. on Data Mining
Multilingual Ontology-based User Profile Enrichment
Ernesto W. De Luca, Till Plumbaum, Jérôme Kunegis, \,Sahin Albayrak. Proc. Workshop on the Multilingual Semantic Web
Connecting Senior Citizens through Interactive TV
Barış Karataş, Torsten Schmidt, Jérôme Kunegis, Till Plumbaum. Proc. Ambient Assisted Living
The Link Prediction Problem in Bipartite Networks
Jérôme Kunegis, Ernesto W. De Luca, \,Sahin Albayrak. Proc. Int. Conf. in Information Processing and Management of Uncertainty in Knowledge-based Systems
Exploiting Hierarchical Tags for Context-awareness
Alan Said, Jérôme Kunegis, Ernesto William De Luca, Sahin Albayrak. Proc. Workshop on Exploiting Semantic Annotations for Information Retrieval
Network Growth and the Spectral Evolution Model
Jérôme Kunegis, Damien Fay, Christian Bauckhage. Proc. Int. Conf. on Information and Knowledge Management
2009
Learning Spectral Graph Transformations for Link Prediction
Jérôme Kunegis, Andreas Lommatzsch. Proc. Int. Conf. on Machine Learning
Hydra: A Hybrid Recommender System Cross-Linked Rating and Content Information
Stephan Spiegel, Jérôme Kunegis, Fang Li. Proc. Workshop on Complex Networks in Information and Knowledge Management
The Slashdot Zoo: Mining a Social Network with Negative Edges
Jérôme Kunegis, Andreas Lommatzsch, Christian Bauckhage. Proc. Int. World Wide Web Conf.
The Universal Recommender
Jérôme Kunegis, Alan Said, Winfried Umbrath.
2008
On the Scalability of Graph Kernels Applied to Collaborative Recommenders
Jérôme Kunegis, Andreas Lommatzsch, Christian Bauckhage, \,Sahin Albayrak. Proc. ECAI Workshop on Recommender Systems
Alternative Similarity Functions for Graph Kernels
Jérôme Kunegis, Andreas Lommatzsch, Christian Bauckhage. Proc. Int. Conf. on Pattern Recognition
Modeling Collaborative Similarity with the Signed Resistance Distance Kernel
Jérôme Kunegis, Stephan Schmidt, Christian Bauckhage, Martin Mehlitz, \,Sahin Albayrak. Proc. European Conf. on Artificial Intelligence
2007
Ein gradualisiertes Community-Modell zur Bildung wissenschaftlicher Gemeinschaften
Michael Hahne, Corinna Jung, Jérôme Kunegis, Andreas Lommatzsch, André Paus. Analyse sozialer Netzwerke und Social Software -- Grundlagen und Anwendungsbeispiele
Assessing the Value of Unrated Items in Collaborative Filtering
Jérôme Kunegis, Andreas Lommatzsch, Martin Mehlitz, \,Sahin Albayrak. Proc. Int. Conf. on Digital Information Management
Using Novel IR Measures to Learn Optimal Cluster Structures for Web Information Retrieval
Martin Mehlitz, Jérôme Kunegis, \,Sahin Albayrak. Proc. Int. Conf. Web Intelligence
Scalable Bandwidth Optimization in Advance Reservation Networks
Stephan Schmidt, Jérôme Kunegis. Proc. Int. Conf. on Networks
Adapting Ratings in Memory-Based Collaborative Filtering using Linear Regression
Jérôme Kunegis, \,Sahin Albayrak. Proc. Int. Conf. on Information Reuse and Integration
Resource-Aware Update Policy for Highly Dynamic P2P Networks
Dragan Milošević, Jérôme Kunegis, \,Sahin Albayrak. Proc. WI Workshops
Collaborative Filtering using Electrical Resistance Network Models with Negative Edges
Jérôme Kunegis, Stephan Schmidt. Proc. Industrial Conf. on Data Mining
A Multi-agent Framework for Personalized Information Filtering
Andreas Lommatzsch, Martin Mehlitz, Jérôme Kunegis. Proc. German e-Science
A New Evaluation Measure for Information Retrieval Systems
Martin Mehlitz, Christian Bauckhage, Jérôme Kunegis, \,Sahin Albayrak. Proc. Int. Conf. on Systems, Man and Cybernetics
2006
Using Integer Linear Programming for Search Results Optimization
Jérôme Kunegis.