Marcelo G. Manzato
Marcelo G. Manzato
E-mail confirmado em icmc.usp.br
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gSVD++ supporting implicit feedback on recommender systems with metadata awareness
MG Manzato
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 908-913, 2013
372013
Discovering latent factors from movies genres for enhanced recommendation
MG Manzato
Proceedings of the sixth ACM conference on Recommender systems, 249-252, 2012
322012
Exploiting multimodal interactions in recommender systems with ensemble algorithms
AF Da Costa, MG Manzato
Information Systems 56, 120-132, 2016
242016
Ensemble learning in recommender systems: Combining multiple user interactions for ranking personalization
A da Costa Fortes, MG Manzato
Proceedings of the 20th Brazilian Symposium on Multimedia and the Web, 47-54, 2014
212014
Devices descriptions for context-based content adaptation
R Eisinger, MG Manzato, R Goularte
Third Latin American Web Congress (LA-WEB'2005), 9 pp., 2005
212005
Exploiting text mining techniques for contextual recommendations
MA Domingues, CV Sundermann, MG Manzato, RM Marcacini, ...
2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI …, 2014
192014
Multimedia content personalization based on peer-level annotation
MG Manzato, DB Coimbra, R Goularte
Proceedings of the 7th European Conference on Interactive TV and Video, 57-66, 2009
172009
A sentiment-based item description approach for knn collaborative filtering
RM D'Addio, MG Manzato
Proceedings of the 30th annual ACM symposium on applied computing, 1060-1065, 2015
162015
A EDUCAÇÃO COMO INSTRUMENTO DE DINAMICA SOCIAL: MEMÓRIA DE ALUNOS DA FACULDADE DE DIREITO DE PELOTAS-RS/BRASIL E DA FACULDADE DE DIREITO DE COIMBRA/PORTUGAL
VB Costa
Professare, 2014
15*2014
Live video adaptation: a context-aware approach
MG Manzato, R Goularte
Proceedings of the 11th Brazilian Symposium on Multimedia and the web, 1-8, 2005
152005
Using contextual information from topic hierarchies to improve context-aware recommender systems
MA Domingues, MG Manzato, RM Marcacini, CV Sundermann, ...
2014 22nd International Conference on Pattern Recognition, 3606-3611, 2014
142014
A multimedia recommender system based on enriched user profiles
MG Manzato, R Goularte
Proceedings of the 27th Annual ACM Symposium on Applied Computing, 975-980, 2012
142012
Exploiting feature extraction techniques on users’ reviews for movies recommendation
RM D’Addio, MA Domingues, MG Manzato
Journal of the Brazilian Computer Society 23 (1), 1-16, 2017
132017
A collaborative filtering approach based on user's reviews
RM D'Addio, MG Manzato
2014 Brazilian Conference on Intelligent Systems, 204-209, 2014
122014
Mining unstructured content for recommender systems: an ensemble approach
MG Manzato, MA Domingues, AC Fortes, CV Sundermann, RM D’Addio, ...
Information Retrieval Journal 19 (4), 378-415, 2016
112016
Generating recommendations based on robust term extraction from users' reviews
R D'Addio, M Conrado, S Resende, M Manzato
Proceedings of the 20th Brazilian Symposium on Multimedia and the Web, 55-58, 2014
112014
Video news classification for automatic content personalization: a genetic algorithm based approach
MG Manzato, R Goularte
Proceedings of the 14th Brazilian Symposium on Multimedia and the Web, 36-43, 2008
112008
Improving personalized ranking in recommender systems with topic hierarchies and implicit feedback
MG Manzato, MA Domingues, RM Marcacini, SO Rezende
2014 22nd International Conference on Pattern Recognition, 3696-3701, 2014
102014
Boosting collaborative filtering with an ensemble of co-trained recommenders
AF Da Costa, MG Manzato, RJGB Campello
Expert Systems with Applications 115, 427-441, 2019
92019
Supporting multimedia recommender systems with peer-level annotations
MG Manzato, R Goularte
Proceedings of the XV Brazilian Symposium on Multimedia and the Web, 1-8, 2009
92009
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