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dc.contributor.authorBelk, Mariosen
dc.contributor.authorPapatheocharous, Efien
dc.contributor.authorGermanakos, Panagiotisen
dc.contributor.authorSamaras, George S.en
dc.creatorBelk, Mariosen
dc.creatorPapatheocharous, Efien
dc.creatorGermanakos, Panagiotisen
dc.creatorSamaras, George S.en
dc.date.accessioned2019-11-13T10:38:27Z
dc.date.available2019-11-13T10:38:27Z
dc.date.issued2012
dc.identifier.issn0302-9743
dc.identifier.urihttp://gnosis.library.ucy.ac.cy/handle/7/53634
dc.description.abstractThis paper focuses on modeling users' cognitive style based on a set of Web usage mining techniques on navigation patterns and clickstream data. Main aim is to investigate whether k-means clustering can group users of particular cognitive style using measures obtained from a series of psychometric tests and content navigation behavior. Three navigation metrics are proposed and used to find identifiable groups of users that have similar navigation patterns in relation to their cognitive style. The proposed work has been evaluated with a user study which entailed a psychometric-based method for extracting the users' cognitive styles, combined with a real usage scenario of users navigating in a controlled Web environment. A total of 22 participants of age between 20 and 25 participated in the reported study providing interesting insights with respect to cognitive styles and navigation behavior of users. © 2012 Springer-Verlag.en
dc.source31st International Conference on Conceptual Modeling, ER 2012en
dc.source.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84868329939&doi=10.1007%2f978-3-642-33999-8_40&partnerID=40&md5=5ba8167032105c46bd194bbf5a1e43ed
dc.subjectCognitive stylesen
dc.subjectUsage scenariosen
dc.subjectData miningen
dc.subjectNavigationen
dc.subjectUser studyen
dc.subjectPsychometric testen
dc.subjectNavigation behavioren
dc.subjectNavigation patternsen
dc.subjectWeb navigationen
dc.subjectClickstream dataen
dc.subjectGroup usersen
dc.subjectK-means clusteringen
dc.subjectWeb environmenten
dc.subjectWeb usage miningen
dc.titleInvestigating the relation between users' cognitive style and web navigation behavior with k-means clusteringen
dc.typeinfo:eu-repo/semantics/article
dc.identifier.doi10.1007/978-3-642-33999-8_40
dc.description.volume7518 LNCSen
dc.description.startingpage337
dc.description.endingpage346
dc.author.faculty002 Σχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied Sciences
dc.author.departmentΤμήμα Πληροφορικής / Department of Computer Science
dc.type.uhtypeArticleen
dc.description.notes<p>Conference code: 93561en
dc.description.notesCited By :3</p>en
dc.source.abbreviationLect. Notes Comput. Sci.en
dc.contributor.orcidBelk, Marios [0000-0001-6200-0178]
dc.contributor.orcidPapatheocharous, Efi [0000-0002-5157-8131]
dc.gnosis.orcid0000-0001-6200-0178
dc.gnosis.orcid0000-0002-5157-8131


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