Extracting graph topological information and users’ opinion

Mirko Lai, Marcella Tambuscio, Viviana Patti, Giancarlo Ruffo, Paolo Rosso

Risultato della ricerca: Capitolo in libro/report/atti di convegnoContributo a conferenzapeer review

Abstract

This paper focuses on the role of social relations within social media in the formation of public opinion. We propose to combine the detection of the users’ stance towards BREXIT, carried out by content analysis of Twitter messages, and the exploration of their social relations, by relying on social network analysis. The analysis of a novel Twitter corpus on the BREXIT debate, developed for our purposes, shows that like-minded individuals (sharing the same opinion towards the specific issue) are likely belonging to the same social network community. Moreover, opinion driven homophily is exhibited among neighbours. Interestingly, users’ stance shows diachronic evolution.

Lingua originaleInglese
Titolo della pubblicazione ospiteExperimental IR Meets Multilinguality, Multimodality, and Interaction - 8th International Conference of the CLEF Association, CLEF 2017, Proceedings
EditorLorraine Goeuriot, Julio Gonzalo, Gareth J.F. Jones, Liadh Kelly, Thomas Mandl, Linda Cappellato, Nicola Ferro, Seamus Lawless
EditoreSpringer Verlag
Pagine112-118
Numero di pagine7
ISBN (stampa)9783319658124
DOI
Stato di pubblicazionePubblicato - 2017
Pubblicato esternamente
Evento8th International Conference of the CLEF Association, CLEF 2017 - Dublin, Ireland
Durata: 11 set 201714 set 2017

Serie di pubblicazioni

NomeLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10456 LNCS
ISSN (stampa)0302-9743
ISSN (elettronico)1611-3349

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???event.eventtypes.event.conference???8th International Conference of the CLEF Association, CLEF 2017
Paese/TerritorioIreland
CittàDublin
Periodo11/09/1714/09/17

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