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Marcelo G. Manzato
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Year
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
362012
Exploiting multimodal interactions in recommender systems with ensemble algorithms
AF Da Costa, MG Manzato
Information Systems 56, 120-132, 2016
342016
Case recommender: a flexible and extensible python framework for recommender systems
A Da Costa, E Fressato, F Neto, M Manzato, R Campello
Proceedings of the 12th ACM Conference on Recommender Systems, 494-495, 2018
262018
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
242014
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
232014
Exploiting feature extraction techniques on users’ reviews for movies recommendation
RM D’Addio, MA Domingues, MG Manzato
Journal of the Brazilian Computer Society 23, 1-16, 2017
222017
Exploiting personalized calibration and metrics for fairness recommendation
DC da Silva, MG Manzato, FA Durão
Expert Systems with Applications 181, 115112, 2021
212021
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
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
202015
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
192019
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
182014
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
Pre-processing approaches for collaborative filtering based on hierarchical clustering
FS de Aguiar Neto, AF Da Costa, MG Manzato, RJGB Campello
Information Sciences 534, 172-191, 2020
162020
A collaborative filtering approach based on user's reviews
RM D'Addio, MG Manzato
2014 Brazilian Conference on Intelligent Systems, 204-209, 2014
162014
Mining unstructured content for recommender systems: an ensemble approach
MG Manzato, MA Domingues, AC Fortes, CV Sundermann, RM D’Addio, ...
Information Retrieval Journal 19, 378-415, 2016
152016
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
Balancing the trade-off between accuracy and diversity in recommender systems with personalized explanations based on Linked Open Data
AL Zanon, LCD da Rocha, MG Manzato
Knowledge-Based Systems 252, 109333, 2022
132022
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
132014
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
132012
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Articles 1–20