| Vol-655 urn:nbn:de:0074-655-4 Copyright © 2010 for the individual papers by the papers' authors. Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors.

# DyNaK 2010
Dynamic Networks and Knowledge Discovery

### Proceedings of the 1st Workshop on Dynamic Networks and Knowledge Discovery

### Barcelona, Spain, September 24, 2010.

Edited by

### Ruggero G. Pensa *
Francesca Cordero *
Céline Rouveirol **
Rushed Kanawati **
José A. Troyano ***
Paolo Rosso ****

* University of Torino, Dept. of Computer Science, 10149 Torino, Italy
** University of Paris-Nord, LIPN - CNRS UMR 7030, 93430 Villetaneuse, France
*** University of Sevilla, Dept. of Languages and Information Systems, 41012 Sevilla, Spain
**** Technical University of Valencia, Dept. of Information Systems and Computing, 46022 Valencia, Spain

## Table of Contents

- Foreword
- Committees

### Dynamic Networks

1. Finding Structure in Dynamic Networks (and What It Means for Zebras) (invited paper)
   Tanya Berger-Wolf
2. Learning Real-Time Automata from Multi-Attribute Event Logs (invited paper)
   Stefan Kramer
3. Protein-Centered Biological Networks by Automatic Caption Analysis (industrial paper)
   Enrico M. Bucci
4. Discovering Inter-Dimensional Rules in Dynamic Graphs
   K-N. T. Nguyen, L. Cerf, M. Plantevit, J-F. Boulicaut
5. Relational Learning of Disjunctive Patterns in Spatial Networks
   C. Loglisci, M. Ceci, D. Malerba
6. Spectral Co-Clustering for Dynamic Bipartite Graphs
   D. Green, P. Cunningham
7. Stream-based Community Discovery via Relational Hypergraph Factorization on Evolving Networks
   C. Bockermann, F. Jungermann
8. Network-Based Disease Candidate Gene Prioritization: Towards Global Diffusion in Heterogeneous Association Networks
   J. P. Gonçalves, S. C. Madeira, Y. Moreau
9. Collaboration-based Social Tag Prediction in the Graph of Annotated Web Pages
   H. Rahmani, B. Nobakht, H. Blockeel

### Sentiment Analysis and Opinion Mining

10. How Much Linguistics Do We Need in order to Understand Online Opinions? (invited paper)
    Carlos Rodríguez
11. Automatic Sentiment Monitoring of Specific Topics in the Blogosphere
    F. S. Pimenta, D. Obradovi, R. Schirru, S. Baumann, A. Dengel
12. Different Aggregation Strategies for Generically Contextualized Sentiment Lexicons (short paper)
    S. Gindl
13. Towards an Automatic Evaluation for Topic Extraction Systems for Online Reputation Management (short paper)
    E. Amigó, D. Spina, B. Beotas, J. Gonzalo

The whole proceedings can also be downloaded as a single file (pdf).

21-Oct-2010: submitted by Ruggero G. Pensa
22-Oct-2010: published on CEUR-WS.org