Personalized search is aimed at tailoring the search outcome to the user context. A user profile represents the user interests and preferences that can be captured either explicitly or implicitly. Since a long time it has been advocated that Information Retrieval is an interactive activity, and various types of user-system interactions are more and more considered and used to improve search. In particular implicit feedback techniques are applied to the purpose of collecting user interests and preferences via user-system interactions. In this paper a short synthesis of the implicit techniques used to define user models is presented.

Pasi, G. (2014). Implicit feedback through user-system interactions for defining user models in personalized search. PROCEDIA COMPUTER SCIENCE, 39(C), 8-11 [10.1016/j.procs.2014.11.003].

Implicit feedback through user-system interactions for defining user models in personalized search

Pasi, G
2014

Abstract

Personalized search is aimed at tailoring the search outcome to the user context. A user profile represents the user interests and preferences that can be captured either explicitly or implicitly. Since a long time it has been advocated that Information Retrieval is an interactive activity, and various types of user-system interactions are more and more considered and used to improve search. In particular implicit feedback techniques are applied to the purpose of collecting user interests and preferences via user-system interactions. In this paper a short synthesis of the implicit techniques used to define user models is presented.
Articolo in rivista - Articolo scientifico
Implicit feedback; Personalized search; User modeling; User-system interactions; Computer Science (all)
English
2014
39
C
8
11
none
Pasi, G. (2014). Implicit feedback through user-system interactions for defining user models in personalized search. PROCEDIA COMPUTER SCIENCE, 39(C), 8-11 [10.1016/j.procs.2014.11.003].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/188097
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