The Analysis of Influential Users Evolution in Microblogging Social Networks

Giambattista Amati; Simone Angelini; Giorgio Gambosi; Gianluca Rossi; Paola Vocca

Smart Objects and Technologies for Social Good. Third International Conference, GOODTECHS 2017, Pisa, Italy, November 29-30, 2017, Proceedings

Research Article

The Analysis of Influential Users Evolution in Microblogging Social Networks

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@INPROCEEDINGS{10.1007/978-3-319-76111-4_26,
    author={Giambattista Amati and Simone Angelini and Giorgio Gambosi and Gianluca Rossi and Paola Vocca},
    title={The Analysis of Influential Users Evolution in Microblogging Social Networks},
    proceedings={Smart Objects and Technologies for Social Good. Third International Conference, GOODTECHS 2017, Pisa, Italy, November 29-30, 2017, Proceedings},
    proceedings_a={GOODTECHS},
    year={2018},
    month={3},
    keywords={Graph analysis Social media Twitter graph Retweet graph Graph dynamics Centrality},
    doi={10.1007/978-3-319-76111-4_26}
}

Giambattista Amati
Simone Angelini
Giorgio Gambosi
Gianluca Rossi
Paola Vocca
Year: 2018
The Analysis of Influential Users Evolution in Microblogging Social Networks
GOODTECHS
Springer
DOI: 10.1007/978-3-319-76111-4_26

Giambattista Amati¹^,*, Simone Angelini¹^,*, Giorgio Gambosi²^,*, Gianluca Rossi²^,*, Paola Vocca³^,*

1: Fondazione Ugo Bordoni
2: University of Rome “Tor Vergata”
3: University of Tuscia

*Contact email: gba@fub.it, sangelini@fub.it, giorgio.gambosi@uniroma2.it, gianluca.rossi@uniroma2.it, vocca@unitus.it

Abstract

In this paper, we study the evolution of the most influential users in the microblogging social network platform Twitter. To this aim, we consider the proposed in [3] and partially analyzed in [2, 4]. The model of the evolution of the Twitter social network is based on the retweet relationship. In a DRGs, once a tweet has been retweeted the last time all the edges representing this tweet are deleted, to model the decay of tweet life in the social platform.

Keywords: Graph analysis Social media Twitter graph Retweet graph Graph dynamics Centrality

Published: 2018-03-08
Appears in: SpringerLink

: http://dx.doi.org/10.1007/978-3-319-76111-4_26

The Analysis of Influential Users Evolution in Microblogging Social Networks

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