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Group recommendation with automatic detection and classification of groups

Boratto, Ludovico (2012) Group recommendation with automatic detection and classification of groups. [Doctoral Thesis]

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Abstract

This PhD thesis presents ART (Automatic Recommendation Technologies), a set of group recommendation algorithms that detect groups of users with similar preferences. With respect to classic group recommendation, the first step that such systems have to compute is the detection of groups of people with similar preferences, in order to respect the constraint on the number of recommendations that can be produced and maximize users’ satisfaction.

Item Type:Doctoral Thesis
Date:15 March 2012
Tutor:Carta, Salvatore M.
PhD classes:Ciclo 23 > Informatica
Coordinator:Pinna, Giovanni Michele
Institution:Universita' degli Studi di Cagliari
Divisions:Dipartimenti (fino a dicembre 2011) > Dipartimento di Matematica e informatica
Subjects:Area 01 - Scienze matematiche e informatiche > INF/01 Informatica
Uncontrolled Keywords:Group recommendation, collaborative filtering, clustering, group modeling
ID Code:687
Deposited On:19 Mar 2012 11:02

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