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Πεδίο DCΤιμήΓλώσσα
dc.contributor.authorTsapatsoulis, Nicolas-
dc.contributor.authorKatakis, Ioannis-
dc.contributor.authorMendez, Fernando-
dc.contributor.authorTriga, Vasiliki-
dc.contributor.authorDjouvas, Constantinos-
dc.date.accessioned2015-02-04T15:33:28Z-
dc.date.accessioned2015-12-08T09:13:58Z-
dc.date.available2015-02-04T15:33:28Z-
dc.date.available2015-12-08T09:13:58Z-
dc.date.issued2014-07-
dc.identifier.citationIEEE Transactions on Cybernetics, 2014, vol. 44, no. 7, pp. 1039-1052en_US
dc.identifier.issn21682267-
dc.identifier.urihttps://hdl.handle.net/20.500.14279/3444-
dc.description.abstractVoting advice applications (VAAs) are online tools that have become increasingly popular and purportedly aid users in deciding which party/candidate to vote for during an election. In this paper we present an innovation to current VAA design which is based on the introduction of a social network element. We refer to this new type of online tool as a social voting advice application (SVAA). SVAAs extend VAAs by providing (a) community-based recommendations, (b) comparison of users’ political opinions, and (c) a channel of user communication. In addition, SVAAs enriched with data mining modules, can operate as citizen sensors recording the sentiment of the electorate on issues and candidates. Drawing on VAA datasets generated by the Preference Matcher research consortium, we evaluate the results of the first VAA—Choose4Greece—which incorporated social voting features and was launched during the landmark Greek national elections of 2012. We demonstrate how an SVAA can provide community based features and, at the same time, serve as a citizen sensor. Evaluation of the proposed techniques is realized on a series of datasets collected from various VAAs, including Choose4Greece. The collection is made available online in order to promote research in the field.en_US
dc.description.sponsorshipSystems, Man, and Cybernetics Societyen_US
dc.language.isoenen_US
dc.relation.ispartofIEEE Transactions on Cyberneticsen_US
dc.rights© IEEEen_US
dc.subjectData analysisen_US
dc.subjectDecision support systemsen_US
dc.subjectKnowledge discoveryen_US
dc.titleSocial voting advice applications-definitions, challenges, datasets and evaluationen_US
dc.typeArticleen_US
dc.collaborationCyprus University of Technologyen_US
dc.collaborationUniversity of Zurichen_US
dc.collaborationDigiPollsen_US
dc.subject.categoryMedia and Communicationsen_US
dc.journalsSubscriptionen_US
dc.reviewPeer Revieweden
dc.countryCyprusen_US
dc.countrySwitzerlanden_US
dc.subject.fieldSocial Sciencesen_US
dc.citation3en
dc.publicationPeer Revieweden_US
dc.identifier.doi10.1109/TCYB.2013.2279019en_US
dc.dept.handle123456789/100en
dc.relation.issue7en_US
dc.relation.volume44en_US
cut.common.academicyear2014-2015en_US
dc.identifier.spage1039en_US
dc.identifier.epage1052en_US
item.fulltextNo Fulltext-
item.languageiso639-1en-
item.grantfulltextnone-
item.openairecristypehttp://purl.org/coar/resource_type/c_6501-
item.cerifentitytypePublications-
item.openairetypearticle-
crisitem.author.deptDepartment of Communication and Marketing-
crisitem.author.deptDepartment of Communication and Marketing-
crisitem.author.deptDepartment of Communication and Internet Studies-
crisitem.author.facultyFaculty of Communication and Media Studies-
crisitem.author.facultyFaculty of Communication and Media Studies-
crisitem.author.facultyFaculty of Communication and Media Studies-
crisitem.author.orcid0000-0002-6739-8602-
crisitem.author.orcid0000-0001-6932-5389-
crisitem.author.orcid0000-0003-1215-7294-
crisitem.author.parentorgFaculty of Communication and Media Studies-
crisitem.author.parentorgFaculty of Communication and Media Studies-
crisitem.author.parentorgFaculty of Communication and Media Studies-
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