Emphasizing temporal-based user profile modeling in the context of session search - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2017

Emphasizing temporal-based user profile modeling in the context of session search

Résumé

In this paper, we aim at modeling the user profile containing timely relevant information extracted from his interactions with search engines. We considered a time-sensitive user profile that provides relevant and fresh information inferred from his submitted queries, reformulated queries and clicked results. We used a unique profile that integrates current and recurrent interactions within a session giving more importance to recent interactions without ignoring the old ones. We conducted experiments using the 2013 TREC Session track and the ClueWeb12 collection that showed the effectiveness of our approach compared to state-of-the-art ones.
Fichier non déposé

Dates et versions

hal-03120310 , version 1 (25-01-2021)

Identifiants

Citer

Ameni Kacem, Mohand Boughanem, Rim Faiz. Emphasizing temporal-based user profile modeling in the context of session search. 32nd ACM SIGAPP Symposium On Applied Computing (SAC 2017), Apr 2017, Marrakech, Morocco. pp.925--930, ⟨10.1145/3019612.3019693⟩. ⟨hal-03120310⟩
15 Consultations
0 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More