Consensus over Multiplex Network To Calculate User Influence in Social Networks

Autor:	Rebollo Pedruelo, Miguel, Del Val Noguera, Elena, Carrascosa Casamayor, Carlos, Palomares Chust, Alberto, Pedroche Sánchez, Francisco
Jazyk:	angličtina
Rok vydání:	2013
Předmět:	Influence Twitter CIENCIAS DE LA COMPUTACION E INTELIGENCIA ARTIFICIAL Laplacian MATEMATICA APLICADA LENGUAJES Y SISTEMAS INFORMATICOS Multiplex
Zdroj:	RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia instname
Popis:	[EN] User influence determines how the information is transmitted. Most of the current methods need to consider the complete network and, if it changes, the calculations have to be repeated from the scratch. This work proposes the use of a consensus algorithm to calculate the influence of the participants in a social event through their interactions in Twitter. Retweets, mentions and replies and considered and represented in a multiplex network. The algorithm determines the influence of the users using only local knowledge This work is supported by Spanish DGI grant MTM2010-18674, Consolider Ingenio CSD2007-00022, PROMETEO 2008/051, MINECO/FEDER grant TIN2012-36586-C03-01, and PAID-06-11-2084.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::eb6d978e14815d7c7618b9b42180c2df https://hdl.handle.net/10251/58379 Zobrazit plný text záznamu