Exploració per autor "Gkatzioura, Anna"
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A hybrid recommender system for industrial symbiotic networks
Gkatzioura, Anna; Sànchez-Marrè, Miquel; Gibert, Karina (2018)
Comunicació de congrés
Accés obertVarious solutions enabling the realization of synergies in Industrial Symbiotic Networks have been proposed. However, incorporating intelligence into the platforms that these networks use, supporting the involved actors ... -
A study on contextual influences on automatic playlist continuation
Gkatzioura, Anna; Sànchez-Marrè, Miquel; Jorge, Alípio Mário (2018)
Comunicació de congrés
Accés obertRecommender systems still mainly base their reasoning on pairwise interactions or information on individual entities, like item attributes or ratings, without properly evaluating the multiple dimensions of the recommendation ... -
Design and Implementation of a Customer Personalised Recomender System
Gkatzioura, Anna (Universitat Politècnica de Catalunya, 2013-06)
Projecte/Treball Final de Carrera
Accés obert[ANGLÈS] Market basket analysis is examined through the application of probabilistic topic models and case-based reasoning in order to provide more insight into customer buying habits and generate meaningful recommendations. -
A hybrid approach for item collection recommendations : an application to automatic playlist continuation
Gkatzioura, Anna (Universitat Politècnica de Catalunya, 2018-11-23)
Tesi
Accés obertCurrent recommender systems aim mainly to generate accurate item recommendations, without properly evaluating the multiple dimensions of the recommendation problem. However, in many domains, like in music, where items are ... -
Using contextual information in music playlist recommendations
Gkatzioura, Anna; Sànchez-Marrè, Miquel (IOSPress, 2017)
Capítol de llibre
Accés obertRecommender Systems have become a fundamental part of various applications supporting users when searching for items they could be interested in,at a given moment. However, the majority of Recommender ...