Personalization mobile P2P network using FCA based multidimensional aggregation - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2015

Personalization mobile P2P network using FCA based multidimensional aggregation

Résumé

Mobile applications, that cover context-aware user modeling, are becoming increasingly prevalent. In this vein, information about the users are needed for the systems in order to provide them relevant services. This information enables the systems to figure out the users and their interests. For these reasons, different applications, in several areas, organize the user's properties, preferences and interests based on a structure, called a user model, which hold all relevant user-related information. In this respect, we propose a context-based user model in mobile Peer-to-Peer (P2P) environment. This model is based on aggregating different user information like past interests and the associated context. These past interests represent information about peers from which results were obtained and which were achieved from similar queries as well as from the user context. The basic idea of our proposal is to guess correlations between past requests, past peers from which results were obtained, associated user location and user interests. The generated correlations are based upon Formal Concept Analysis. We study, the exploitation of the proposed user model in results merging task in Peer-to-Peer Information Retrieval (P2PIR).
Fichier non déposé

Dates et versions

hal-01255043 , version 1 (13-01-2016)

Identifiants

Citer

Saloua Zammali, Khedija Arour, Amel Bouzeghoub. Personalization mobile P2P network using FCA based multidimensional aggregation. RCIS 2015 : IEEE 9th International Conference on Research Challenges in Information Science, May 2015, Athens, Greece. pp.217 - 228, ⟨10.1109/RCIS.2015.7128883⟩. ⟨hal-01255043⟩
35 Consultations
0 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More