OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

Semantic-based Reconstruction of User's Interests in Distributed Systems

Zayani, Corinne Amel and Ghorbel, Leïla and Amous, Ikram and Mezghani, Manel and Péninou, André and Sèdes, Florence Semantic-based Reconstruction of User's Interests in Distributed Systems. (2017) Computación y Sistemas, 21 (3). 545-558. ISSN 1405-5546

[img]
Preview
(Document in English)

PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
639kB

Official URL: https://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/2550

Abstract

Generally, the user requires customized information reflecting his current needs and interests that are stored in his profile. Therefore, taking into account this latter is significant to improve the recommended results. Along the day, the user is more and more active. Consequently, his interests evolve over time at the moment of updating his profile and they are distributed over different systems. This updating was the subject of several research works, in order to reduce the overload of the user’s profile, either by using the machine learning techniques or the notion of temperature. In this paper, we propose an approach to improve the updating of user’s profile by respectively merging the temperature and the k-means leaning algorithm.

Item Type:Article
Additional Information:Thanks to Centro de Investigación en Computación. The original PDF of the article can be found at Computación y Sistemas website : https://www.cys.cic.ipn.mx
HAL Id:hal-02548079
Audience (journal):International peer-reviewed journal
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Université de Sfax (TUNISIA)
Laboratory name:
Statistics:download
Deposited On:08 Apr 2020 08:56

Repository Staff Only: item control page