People
Rodrigo Rocha Silva
Other Info:
Lattes: http://lattes.cnpq.br/4299160485531892
Home Page
http://www.rrochas.com.brMember
Software and Systems EngineeringResearch interests
Big DataData Warehousing
OLAP
NoSQL
Sentiment Analysis
Data Mining
Text Mining
Planning and Scheduling
Knowledge Representation
Software Engineering
Affiliation
Faculdade de Tecnologia de Mogi das Cruzes - FATEC-MCSoftware and Systems Engineering - CISUC
Short Bio
Doutor em computação pelo Instituto Tecnológico de Aeronáutica - ITA, é mestre em computação aplicada pelo Instituto Nacional de Pesquisas Espaciais - INPE e possui graduação em Ciência da Computação pela Universidade de Mogi das Cruzes. É professor III B do Centro Paula Souza na Fatec Mogi das Cruzes e Pesquisador Efetivo do Centro de Informática e Sistemas do Departamento de Engenharia Informática da Universidade de Coimbra em Portugal. Atuou como arquiteto e consultor de sistema em empresas de pequeno e grande porte, nos segmentos de gestão empresarial, saúde e governo. Trabalhou como analista de sistemas no projeto HARPIA - Análise de Risco e Inteligência Computacional Aplicada da Receita Federal. Tem experiência na área de Ciência da Computação, com ênfase em Arquitetura de Sistemas de Computação. Tem participado de trabalhos que envolvem computação e análise de grandes massas de dados, análise de sentimentos em redes sociais e inteligência artificial em aplicações de contextos acadêmicos e empresariais.Journal Articles
2020
(1 publication)- R.R.Silva and Hirata, C.M. and Lima, J.d.C. , "Big high-dimension data cube designs for hybrid memory systems", Knowledge and Information Systems, vol. 62, 2020 [ DOI ]
2019
(1 publication)- Guia, M. and R.R.Silva and Jorge Bernardino , "A Hybrid Ontology-Based Recommendation System in e-Commerce", Algorithms, vol. 12, 2019 [ DOI ]
2018
(1 publication)- Rodrigues, M.A. and R.R.Silva and Jorge Bernardino , "Linking Open Descriptions of Social Events (LODSE): A New Ontology for Social Event Classification", Information — Open Access Journal of Information Science, vol. 9, 2018 [ DOI ]
2017
(1 publication)2016
(1 publication)2013
(1 publication)Conference Articles
2019
(2 publications)- Guia, M. and R.R.Silva and Jorge Bernardino , "Comparison of Naïve Bayes, Support Vector Machine, Decision Trees and Random Forest on Sentiment Analysis", in 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2019 [ DOI ]
- Campos, D. and R.R.Silva and Jorge Bernardino , "Text Mining in Hotel Reviews: Impact of Words Restriction in Text Classification", in 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2019 [ DOI ]
2018
(2 publications)- Alves, L. and R.R.Silva and Jorge Bernardino , "System to Predict Diseases in Vineyards and Olive Groves using Data Mining and Geolocation", in 13th International Conference on Software Technologies, 2018 [ DOI ]
- Vaz, F. and R.R.Silva and Jorge Bernardino , "Using Data Mining in a Mobile Application for the Calculation of the Female Fertile Period", in 10th International Joint Conference on Knowledge Discovery, 2018
2017
(4 publications)- Rodrigues, M.A. and R.R.Silva and Jorge Bernardino , "An Event Search Platform Using Machine Learning", in 29th International Conference on Software Engineering & Knowledge Engineering, 2017 [ DOI ]
- R.R.Silva and Kimura, F.Y. and Jorge Bernardino and Lima, J.d.C. , "Custom Process to Small Business", in 29th International Conference on Software Engineering & Knowledge Engineering, 2017 [ DOI ]
- Vaz, F. and R.R.Silva and Jorge Bernardino , "An Ontology for Clinical Decision Support System to Predict Female's Fertile Period", in 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017
- Alves, L. and R.R.Silva and Jorge Bernardino , "Using Data Mining to Predict Diseases in Vineyards and Olive Groves", in 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017
2015
(1 publication)- R.R.Silva and Lima, J.d.C. and Hirata, C.M. , "A Hybrid Memory Data Cube Approach for High Dimension Relations", in Proceedings of the 17th International Conference on Enterprise Information Systems - Volume 1, 2015 [ DOI ]
2010
(2 publications)- Cesar, M.V.G. and R.R.Silva and Luque, L. , "Service-based Architecture for ERP Systems", in The IV IFIP Iinternational Conference on Research and Practical Issues of Enterprise Information Systems, 2010
- R.R.Silva and Vijaykumar, N.L. and Ferreira, M.G.V. , "An Object-Oriented Meta-Model as Ontology for Describing Domains and Problems for Planning Space Applications Planning", in SpaceOps2010, 2010
2009
(2 publications)- R.R.Silva and Ferreira, M.G.V. and Vijaykumar, N.L. , "Um Meta-Modelo Orientado a Objetos como Ontologia para a Descrição de Domínios e Problemas de Planejamento", in IX Workshop do Curso de Computação Aplicada, 2009
- R.R.Silva and Ferreira, M.G.V. and Vijaykumar, N.L. , "Uma Ontologia Baseada em um Meta-Modelo Orientado a Objetos para Descrição de Domínios e Problemas de Planejamento da Área Espacial", in II Seminário de Pesquisa em Ontologias no Brasil, 2009