| Vol-1229 urn:nbn:de:0074-1229-8 Copyright © 2014 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 2014
Dynamic Networks and Knowledge Discovery

### Proceedings of the 2nd International Workshop on Dynamic Networks and Knowledge Discovery
co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014)

### Nancy, France, September 15, 2014.

Edited by

### Rushed Kanawati *
Ruggero G. Pensa **
Céline Rouveirol *

* Institut Galilée - Université Paris-Nord, LIPN - UMR CNRS 7030, F-93430 Villetaneuse, France
** University of Torino, Dept. of Computer Science, I-10149 Torino, Italy

## Table of Contents

- Foreword
- Committees

### Session 1: Applications

- Exploring Dynamic Embeddedness: a Network Analysis of the Global Pharmaceutical Industry 1991-2012
  Elio Shijaku, Martin Larraza-Kintana, Ainhoa Urtasun-Alonso
- A Pipeline for Functional and Visual Analytics of Microbial Genetic Networks
  Leandro Corrêa, Ronnie Alves, Fabiana Goés, Cristian Chaparro, Lucinéia Thom

### Session 2: Large-scale Networks

- RankMerging: Learning to Rank in Large-scale Social Networks
  Lionel Tabourier, Anne-Sophie Libert, Renaud Lambiotte
- Monotone Sampling of Networks
  Tim Grube, Benjamin Schiller, Thorsten Strufe
- The Role of Homophily and Popularity in Informed Decentralized Search
  Florian Geigl, Denis Helic

### Session 3: Dynamic Networks

- Identifying Over-represented Temporal Processes in Complex Networks
  Ursula Redmond, Pádraig Cunningham
- Conversations on Twitter: Structure, Pace, Balance
  Danica Vukadinovic Greetham, Jonathan A. Ward
- Collaborative Filtering based on Dynamic Community Detection
  Sabrine Ben Abdrabbah, Raouia Ayachi, Nahla Ben Amor

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

2014-09-08: submitted by Ruggero G. Pensa
2014-09-08: published on CEUR-WS.org |valid HTML5|