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dc.contributor.authorCea, Daniel
dc.contributor.authorNin Guerrero, Jordi
dc.contributor.authorTous Liesa, Rubén
dc.contributor.authorTorres Viñals, Jordi
dc.contributor.authorAyguadé Parra, Eduard
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors
dc.identifier.citationCea, D. [et al.]. Towards the cloudification of the social networks analytics. A: International Conference on Modeling Decisions for Artificial Intelligence. "Modeling Decisions for Artificial Intelligence: 11th International Conference, MDAI 2014: Tokyo, Japan, October 29-31, 2014: proceedings". Tokyo: Springer, 2014, p. 192-203.
dc.description.abstractIn the last years, with the increase of the available data from social networks and the rise of big data technologies, social data has emerged as one of the most profitable market for companies to increase their benefits. Besides, social computation scientists see such data as a vast ocean of information to study modern human societies. Nowadays, enterprises and researchers are developing their own mining tools in house, or they are outsourcing their social media mining needs to specialised companies with its consequent economical cost. In this paper, we present the first cloud computing service to facilitate the deployment of social media analytics applications to allow data practitioners to use social mining tools as a service. The main advantage of this service is the possibility to run different queries at the same time and combine their results in real time. Additionally, we also introduce twearch, a prototype to develop twitter mining algorithms as services in the cloud.
dc.format.extent12 p.
dc.subjectÀrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Emmagatzematge i recuperació de la informació
dc.subject.lcshSocial networks
dc.subject.lcshData mining
dc.subject.lcshCloud computing
dc.subject.otherBig data analytics
dc.subject.otherGreen computing
dc.subject.otherSocial mining
dc.subject.otherStream processing
dc.subject.otherTwitter mining
dc.titleTowards the cloudification of the social networks analytics
dc.typeConference report
dc.subject.lemacXarxes socials
dc.subject.lemacMineria de dades
dc.subject.lemacComputació en núvol
dc.contributor.groupUniversitat Politècnica de Catalunya. CAP - Grup de Computació d'Altes Prestacions
dc.description.peerreviewedPeer Reviewed
dc.rights.accessOpen Access
dc.description.versionPostprint (author’s final draft)
local.citation.authorCea, D.; Nin, J.; Tous, R.; Torres, J.; Ayguade, E.
local.citation.contributorInternational Conference on Modeling Decisions for Artificial Intelligence
local.citation.publicationNameModeling Decisions for Artificial Intelligence: 11th International Conference, MDAI 2014: Tokyo, Japan, October 29-31, 2014: proceedings

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