Marcelo G. Manzato

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 21

Top Topics

Recommender Systems

Top Venues

Publications

Andre Sacilotti, Rodrigo F. Souza, Marcelo G. Manzato
Counteracting Popularity-Bias and Improving Diversity Through Calibrated Recommendations. ICEIS (1) (2023)
Helen Santos Picoli, Cynthya Letícia Teles de Oliveira, Lucas Padilha M. De Oliveira, Marcelo G. Manzato, Kamila Rios da Hora Rodrigues
Human-ChatBot Interaction: measuring the psychophysiological reactions of chatbot users. WebMedia (2022)
Arpit Rana, Rafael Martins D'Addio, Marcelo G. Manzato, Derek Bridge
Extended recommendation-by-explanation. User Model. User Adapt. Interact. 32 (1-2) (2022)
André L. Zanon, Luan Souza, Diany Pressato, Marcelo G. Manzato
WordRecommender: An Explainable Content-Based Algorithm based on Sentiment Analysis and Semantic Similarity. WebMedia (2020)
Fernando S. Aguiar Neto, Arthur F. Da Costa, Marcelo G. Manzato, Ricardo J. G. B. Campello
Pre-processing approaches for collaborative filtering based on hierarchical clustering. Inf. Sci. 534 (2020)
Rafael Martins D'Addio, Ronnie S. Marinho, Marcelo G. Manzato
Combining different metadata views for better recommendation accuracy. Inf. Syst. 83 (2019)
Arthur F. Da Costa, Marcelo G. Manzato, Ricardo J. G. B. Campello
Boosting collaborative filtering with an ensemble of co-trained recommenders. Expert Syst. Appl. 115 (2019)
Arthur F. Da Costa, Rafael Martins D'Addio, Eduardo P. Fressato, Marcelo G. Manzato
A personalized clustering-based approach using open linked data for search space reduction in recommender systems. WebMedia (2019)
Arthur F. Da Costa, Marcelo G. Manzato, Ricardo J. G. B. Campello
CoRec: a co-training approach for recommender systems. SAC (2018)
Fernando S. Aguiar Neto, Arthur F. Da Costa, Marcelo G. Manzato
CoBaR: Confidence-Based Recommender. CoRR (2018)
Rafael Martins D'Addio, Eduardo P. Fressato, Arthur F. Da Costa, Marcelo G. Manzato
Incorporating Semantic Item Representations to Soften the Cold Start Problem. WebMedia (2018)
Frederico Araújo Durão, Bruno Souza Cabral, Marcelo G. Manzato, Arthur F. Da Costa
Evaluating Multiple User Interactions for Ranking Personalization Using Ensemble Methods. SEKE (2018)
Arthur F. Da Costa, Eduardo P. Fressato, Fernando S. Aguiar Neto, Marcelo G. Manzato, Ricardo J. G. B. Campello
Case recommender: a flexible and extensible python framework for recommender systems. RecSys (2018)
Arthur F. Da Costa, Marcelo G. Manzato, Ricardo J. G. B. Campello
Ensemble Clustering Approaches Applied in Group-based Collaborative Filtering Supported by Multiple Users' Feedback. J. Inf. Data Manag. 8 (3) (2017)
Rafael Martins D'Addio, Marcos Aurélio Domingues, Marcelo G. Manzato
Exploiting feature extraction techniques on users' reviews for movies recommendation. J. Braz. Comput. Soc. 23 (1) (2017)
Ronnie S. Marinho, Rafael Martins D'Addio, Marcelo G. Manzato
Semantic Organization of User's Reviews Applied in Recommender Systems. WebMedia (2017)
Rafael Martins D'Addio, Marcelo G. Manzato
Exploiting Item Representations for Soft Clustering Recommendation. WebMedia (2016)
Marcelo G. Manzato, Marcos Aurélio Domingues, Arthur da Costa Fortes, Camila Vaccari Sundermann, Rafael Martins D'Addio, Merley da Silva Conrado, Solange O. Rezende, Maria G. C. Pimentel
Mining unstructured content for recommender systems: an ensemble approach. Inf. Retr. J. 19 (4) (2016)
Arthur F. Da Costa, Marcelo G. Manzato
Exploiting multimodal interactions in recommender systems with ensemble algorithms. Inf. Syst. 56 (2016)
Arthur F. Da Costa, Rafael D. Martins, Marcelo G. Manzato, Ricardo J. G. B. Campello
Exploiting different users' interactions for profiles enrichment in recommender systems. SAC (2016)
Arthur F. Da Costa, Marcelo G. Manzato, Ricardo J. G. B. Campello
Group-based Collaborative Filtering Supported by Multiple Users' Feedback to Improve Personalized Ranking. WebMedia (2016)
Marcelo G. Manzato, Edson B. Santos Junior, Rudinei Goularte
Leveraging Hybrid Recommenders with Multifaceted Implicit Feedback. J. Univers. Comput. Sci. 21 (2) (2015)
Salmo M. S. Júnior, Marcelo G. Manzato
Collaborative Filtering Based on Semantic Distance Among Items. WebMedia (2015)
Rafael Martins D'Addio, Marcelo G. Manzato
A sentiment-based item description approach for kNN collaborative filtering. SAC (2015)
Marcos Aurélio Domingues, Camila Vaccari Sundermann, Flávio M. M. Barros, Marcelo G. Manzato, Maria G. C. Pimentel, Solange Oliveira Rezende
Applying multi-view based metadata in personalized ranking for recommender systems. SAC (2015)
Edson B. Santos Junior, Marcelo G. Manzato, Rudinei Goularte
A conceptual architecture with trust consensus to enhance group recommendations. ICIS (2014)
Arthur F. Da Costa, Marcos Aurélio Domingues, Solange Oliveira Rezende, Marcelo G. Manzato
Improving Personalized Ranking in Recommender Systems with Multimodal Interactions. WI-IAT (2) (2014)
Marcelo G. Manzato, Marcos Aurélio Domingues, Solange Oliveira Rezende
Optimizing Personalized Ranking in Recommender Systems with Metadata Awareness. WI-IAT (2) (2014)
Edson B. Santos Junior, Rudinei Goularte, Marcelo G. Manzato
Personalized collaborative filtering: a neighborhood model based on contextual constraints. SAC (2014)
Edson B. Santos Junior, Marcelo G. Manzato, Rudinei Goularte
Hybrid recommenders: incorporating metadata awareness into latent factor models. WebMedia (2013)
Marcelo G. Manzato
Discovering latent factors from movies genres for enhanced recommendation. RecSys (2012)
Marcelo G. Manzato
The participation of IntermidiaLab at the ImageCLEF 2012 Photo Annotation Task. CLEF (Online Working Notes/Labs/Workshop) (2012)
Marcelo G. Manzato, Rudinei Goularte
A multimedia recommender system based on enriched user profiles. SAC (2012)
Marcelo G. Manzato, Danilo Barbosa Coimbra, Rudinei Goularte
An enhanced content selection mechanism for personalization of video news programmes. Multim. Syst. 17 (1) (2011)
Marcelo G. Manzato, Rudinei Goularte
Peersommender: A peer-level annotation based approach for multimedia recommendation. J. Inf. Data Manag. 1 (2) (2010)
Marcelo G. Manzato, Danilo Barbosa Coimbra, Rudinei Goularte
Multimedia content personalization based on peer-level annotation. EuroITV (2009)
Marcelo G. Manzato, Rudinei Goularte
Supporting multimedia recommender systems with peer-level annotations. WebMedia (2009)
Marcelo G. Manzato, Alessandra A. Macedo, Rudinei Goularte
Evaluation of video news classification techniques for automatic content personalisation. Int. J. Adv. Media Commun. 3 (4) (2009)
Marcelo G. Manzato, Daniel C. Junqueira, Rudinei Goularte
Interactive news documents for digital television. WebMedia (Companion) (2008)
Marcelo G. Manzato, Rudinei Goularte
Transcoding Evaluation in Live Video Adaptation. LA-WEB (2006)
Marcelo G. Manzato, Rudinei Goularte
Live video adaptation: a context-aware approach. WebMedia (2006)
Robson Eisinger, Marcelo G. Manzato, Rudinei Goularte
Devices Descriptions for Context-Based Content Adaptation. LA-WEB (2005)