dc.contributor.author | Pallis, George C. | en |
dc.contributor.author | Angelis, Lefteris | en |
dc.contributor.author | Vakali, Athena I. | en |
dc.creator | Pallis, George C. | en |
dc.creator | Angelis, Lefteris | en |
dc.creator | Vakali, Athena I. | en |
dc.date.accessioned | 2019-11-13T10:41:35Z | |
dc.date.available | 2019-11-13T10:41:35Z | |
dc.date.issued | 2005 | |
dc.identifier.issn | 0302-9743 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/54668 | |
dc.description.abstract | One of the main issues in Web usage mining is the discovery of patterns in the navigational behavior of Web users. Standard approaches, such as clustering of users' sessions and discovering association rules or frequent navigational paths, do not generally allow to characterize or quantify the unobservable factors that lead to common navigational patterns. Therefore, it is necessary to develop techniques that can discover hidden and useful relationships among users as well as between users and Web objects. Correspondence Analysis (CO-AN) is particularly useful in this context, since it can uncover meaningful associations among users and pages. We present a model-based cluster analysis for Web users sessions including a novel visualization and interpretation approach which is based on CO-AN. © Springer-Verlag Berlin Heidelberg 2005. | en |
dc.source | 15th International Symposium on Methodologies for Intelligent Systems, ISMIS 2005 | en |
dc.source.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-26944485116&partnerID=40&md5=45c32194e17c22bcfc2af43846aa339c | |
dc.subject | World Wide Web | en |
dc.subject | Visualization | en |
dc.subject | Mathematical models | en |
dc.subject | Data mining | en |
dc.subject | Web usage mining | en |
dc.subject | Web objects | en |
dc.subject | Correspondence Analysis (CO-AN) | en |
dc.subject | Discovering association rules | en |
dc.title | Model-based cluster analysis for Web users sessions | en |
dc.type | info:eu-repo/semantics/article | |
dc.description.volume | 3488 LNAI | en |
dc.description.startingpage | 219 | |
dc.description.endingpage | 227 | |
dc.author.faculty | 002 Σχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied Sciences | |
dc.author.department | Τμήμα Πληροφορικής / Department of Computer Science | |
dc.type.uhtype | Article | en |
dc.description.notes | <p>Conference code: 67057 | en |
dc.description.notes | Cited By :14</p> | en |
dc.source.abbreviation | Lect. Notes Comput. Sci. | en |
dc.contributor.orcid | Pallis, George C. [0000-0003-1815-5468] | |
dc.contributor.orcid | Vakali, Athena I. [0000-0002-0666-6984] | |
dc.gnosis.orcid | 0000-0003-1815-5468 | |
dc.gnosis.orcid | 0000-0002-0666-6984 | |