Pubs | Davide Vega D'Aurelio

Working papers

The limits of information consumption
The structure and properties of bipartite networks

with Choong Jin, Matteo Magnani and Tsuyoshi Murata
The impact of uncertainty in learning
Observing the tech, using MeetUp data to study the evolution of the discourse around IoT

with Sebastian Bravo, Matteo Magnani, Alison Powell, Luca Rossi, Irina Shklovski and Funda Ustek-Spilda

Journals

Analysis of Multiplex Social Networks with R

Matteo Magnani, Luca Rossi and Davide Vega

Journal of Statistical Software (JSS), Foundation for Open Access Statistics. 2021

DOI PDF Abstract Repository Data Code
A Twitter-Based Study of the European Internet of Things

Funda Ustek-Spilda, Davide Vega, Matteo Magnani, Luca Rossi, Irina Shklovski, Sebastian Lehuede and Alison Powell

Information Systems Frontiers, Springer. 2021

DOI Abstract
An Analysis of the Consequences of the General Data Protection Regulation (GDPR) on Social Network Research

Andreas Kotsios, Matteo Magnani, Luca Rossi, Irina Shklovski and Davide Vega

Transactions on Social Computing (TSC), ACM. 2020

DOI PDF Abstract
Multilayer network simplification: Approaches, models and methods

Roberto Interdonato, Matteo Magnani, Diego Perna, Andrea Tagarelli and Davide Vega

Computer Science Review, Elsevier. 2020

DOI PDF Abstract
Foundations of Temporal Text Networks

Davide Vega and Matteo Magnani

Applied Network Science, Springer Open. 2018

DOI PDF Abstract
A new approach to role and position detection in networks

Davide Vega, Matteo Magnani, Roc Meseguer, Danilo Montesi and Felix Freitag

Social Network Analysis and Mining, Springer. 2016

DOI PDF Abstract
Time Series Analysis to Predict Link Quality of Wireless Community Networks

Pere Millán, Carlos Molina, Esunly Medina, Davide Vega, Roc Meseguer, Bart Braem and Chris Blondia

Computer Networks, Elsevier. 2015

DOI PDF Abstract
A Technological Overview of the Guifi.net Community Network

Davide Vega, Roger Baig, Llorenç Cerdà-Alabern, Esunly Medina, Roc Meseguer and Leandro Navarro

Computer Networks, Elsevier. 2015

DOI PDF Abstract
Understanding Collaboration in Volunteer Computing Systems

Davide Vega, Roc Messeguer, Felix Freitag and Sergio Ochoa

Journal of Universal Computer Science, J.UCS Consortium. 2014

DOI PDF Abstract
Sharing hardware resources in heterogeneous computer-supported collaboration scenarios

Davide Vega, Roc Messeguer, Sergio Ochoa, José Pino, Felix Freitag, Esunly Medina and Dolors Royo

Integrated Computer-Aided Engineering, IOS Press. 2013

DOI PDF Abstract

Conferences

From interaction to participation: the role of the imagined audience in social media community detection and an application to political communication on Twitter

Obaida Hante, Luca Rossi, Davide Vega and Matteo Magnani

ASONAM, Barcelona, Spain. 2018

DOI PDF Abstract
Towards Network-Aware Service Placement in Community Network Micro-Clouds

Mennan Selimi, Davide Vega, Felix Freitag and Luís Veiga

Euro-Par, Grenoble, France. 2016

DOI PDF Abstract
Using Indirect Blockmodeling for Monitoring Students Roles in Collaborative Learning Networks

Esunly Medina, Davide Vega, Roc Messeguer, Humberto Medina, Sergio Ochoa and Matteo Magnani

CSCWD, Nanchang, China. 2016

DOI PDF Abstract
Role and position detection in networks: reloaded

Davide Vega, Matteo Magnani, Roc Messeguer and F Freitag

ASONAM, Paris, France. 2015

DOI PDF Abstract
Motivating the non-technical participation in technical communities

Davide Vega, Roc Messeguer, Felix Freitag and Sergio Ochoa

CSCWD, Calabria, Italy. 2015

DOI PDF Abstract
Analysis of the Social Effort in Multiplex Participatory Networks

Davide Vega, Roc Messeguer and Felix Freitag

GECON, Cardiff, UK. 2014

DOI PDF Abstract
Exploring local service allocation in Community Networks

Davide Vega, Roc Messeguer, Guillem Cabrera and Joan Marquès

WiMob, Larnaca, Cyprus. 2014

DOI PDF Abstract
Tracking and predicting link quality in wireless community networks

Pere Millán, Carlos Molina, Esunly Medina, Davide Vega, Roc Messeguer, Bart Braem and Chris Blondia

WiMob, Larnaca, Cyprus. 2014

DOI PDF Abstract
Effort-based incentives for resource sharing in collaborative volunteer applications

Davide Vega, Roc Messeguer, Felix Freitag and Sergio Ochoa

CSCWD, Whistler, BC, Canada. 2013

DOI PDF Abstract
Topology patterns of a community network: Guifi.net

Davide Vega, Llorenç Cerdà-Alabern, Leandro Navarro and Roc Messeguer

WiMob, Barcelona, Spain. 2012

DOI PDF Abstract
A Node Placement Heuristic to Encourage Resource Sharing in Mobile Computing

Davide Vega, Esunly Medina, Roc Messeguer, Dolors Royo and Felix Freitag

ICCSA, Santander, Spain. 2011

DOI Abstract
Characterizing the effects of sharing hardware resources in mobile collaboration scenarios

Davide Vega, Esunly Medina, Roc Messeguer, Dolors Royo, Felix Freitag, Sergio Ochoa and José Pino

CSCWD, Lausanne, Switzerland. 2011 (Best paper candidate)

DOI Abstract

Books and chapters

Metrics for Temporal Text Networks

Davide Vega and Matteo Magnani

In Temporal Network Theory, Springer. 2019

DOI PDF Abstract

Workshops, demos, posters

Multilayer analysis of online illicit marketplaces

Michael Ashcroft, Matteo Magnani, Davide Vega, Danilo Montesi and Luca Rossi

EISIC, Uppsala, Sweden. 2016 (Best poster award)

DOI Abstract
Cloud-Based Extension for Community-Lab

Mennan Selimi, Jorge Florit, Davide Vega, Roc Messeguer, Ester López, Amin Khan, Axel Neumann, Felix Freitag, Leandro Navarro, Roger Baig, Pau Garcia, Agusti Moll, Roger Centelles, Ivan Balaguer, Marc Aymerich and Santiago Lamora

MASCOTS, Paris, France. 2014 (Best paper candidate)

DOI Abstract
Community home gateways for {P2P} clouds

Pau Garcia, Roger Baig, Ivan Balaguer, Axel Neumann, Marc Aymerich, Ester López, Davide Vega, Roc Messeguer, Felix Freitag and Leandro Navarro

P2P, Trento, Italy. 2013

DOI Abstract
Deploying applications with Community-Lab in wireless community networks

Marc Aymerich, Roger Baig, Pau Garcia, Ivan Balaguer, Axel Neumann, Davide Vega, Ester López, Felix Freitag and Leandro Navarro

WoMoM, Madrid, Spain. 2013

DOI Abstract

Abstracts

Observing the tech, using MeetUp data to study the evolution of the discourse around IoT

Luca Rossi, Davide Vega and Matteo Magnani

#AoIR, Brisbane, Australia. 2019

Abstract
Temporal text networks: foundations and applications

Davide Vega and Matteo Magnani

IC2S2, Amsterdam, Netherlands. 2019
Text networks: foundations and structural analysis

Davide Vega and Matteo Magnani

CNA, Lyon, France. 2017

PDF Abstract

Presentations at International Sunbelt Social Network Conference

On a quest to identify online conversations

Davide Vega

Online. 2021

Abstract
Foundations of Temporal Text Networks

Davide Vega, Matteo Magnani and Luca Rossi

Utrecht, Netherlands. 2018

Abstract
Detection of roles and positions in multi-layer social networks

Davide Vega, Matteo Magnani, Roc Messeguer and Felix Freitag

Brighton, UK. 2015

Abstract

Theses

Incentives for sharing heterogeneous resources in distributed systems: a participatory approach

Davide Vega

Doctoral Thesis, Departament d'Arquitectura de Computadors, Universitat Politècnica de Catalunya (UPC), Barcelona, Spain. 2015 (Cum Laude)

PDF Abstract
Design and implementation of a simulator to explore cooperation in distributed environments

Davide Vega

Master Thesis, Departament d'Arquitectura de Computadors, Universitat Politècnica de Catalunya (UPC), Barcelona, Spain. 2010 (with honors)

PDF Abstract
Programació i avaluació de la capa de transport per al sistema de visualització distribuïda SAGE

Davide Vega

Bachelor Thesis, Departament de Telemàtica, Universitat Politècnica de Catalunya (UPC), Barcelona, Spain. 2008

Abstract

The limits of information consumption

The structure and properties of bipartite networks

The impact of uncertainty in learning

Observing the tech, using MeetUp data to study the evolution of the discourse around IoT

Analysis of Multiplex Social Networks with R

A Twitter-Based Study of the European Internet of Things

An Analysis of the Consequences of the General Data Protection Regulation (GDPR) on Social Network Research

Multilayer network simplification: Approaches, models and methods

Foundations of Temporal Text Networks

A new approach to role and position detection in networks

Time Series Analysis to Predict Link Quality of Wireless Community Networks

A Technological Overview of the Guifi.net Community Network

Understanding Collaboration in Volunteer Computing Systems

Sharing hardware resources in heterogeneous computer-supported collaboration scenarios

From interaction to participation: the role of the imagined audience in social media community detection and an application to political communication on Twitter

Towards Network-Aware Service Placement in Community Network Micro-Clouds

Using Indirect Blockmodeling for Monitoring Students Roles in Collaborative Learning Networks

Role and position detection in networks: reloaded

Motivating the non-technical participation in technical communities

Analysis of the Social Effort in Multiplex Participatory Networks

Exploring local service allocation in Community Networks

Tracking and predicting link quality in wireless community networks

Effort-based incentives for resource sharing in collaborative volunteer applications

Topology patterns of a community network: Guifi.net

A Node Placement Heuristic to Encourage Resource Sharing in Mobile Computing

Characterizing the effects of sharing hardware resources in mobile collaboration scenarios

Metrics for Temporal Text Networks

Multilayer analysis of online illicit marketplaces

Cloud-Based Extension for Community-Lab

Community home gateways for {P2P} clouds

Deploying applications with Community-Lab in wireless community networks

Observing the tech, using MeetUp data to study the evolution of the discourse around IoT

Temporal text networks: foundations and applications

Text networks: foundations and structural analysis

On a quest to identify online conversations

Foundations of Temporal Text Networks

Detection of roles and positions in multi-layer social networks

Incentives for sharing heterogeneous resources in distributed systems: a participatory approach

Design and implementation of a simulator to explore cooperation in distributed environments

Programació i avaluació de la capa de transport per al sistema de visualització distribuïda SAGE