Lucas Rêgo Drumond

Pós-doutorado

Formação complementar

Idiomas

Áreas de atuação

Participação em eventos

Produções bibliográficas

• GANTNER, Zeno ; DRUMOND, Lucas ; FREUDENTHALER, Christoph ; SCHMIDT-THIEME, Lars . Personalized Ranking for Non-Uniformly Sampled Items. Journal of Machine Learning Research: Workshop and Conference Proceedings , v. 18, p. 231-247, 2012.

• DRUMOND, Lucas ; GIRARDI, Rosario . A Multi-agent Legal Recommender System. Artificial Intelligence and Law (Dordrecht) , v. 16, p. 175-207, 2008.

• DRUMOND, Lucas ; GIRARDI, Rosario . Uma Análise das Técnicas e Ferramentas para o Desenvolvimento de Aplicações para a Web Semântica. REIC. Revista Eletrônica de Iniciação Científica , v. 6, n.1, p. 1, 2006.

• DRUMOND, Lucas ; LINDOSO, Alisson ; GIRARDI, Rosario . InfoNorma - Um Sistema de Recomendação baseado em Tecnologias da Web Semântica. INFOCOMP (UFLA. Impresso) , v. 5, p. 93-102, 2006.

• Drumond, Lucas Rego ; SCHMIDT-THIEME, Lars ; FREUDENTHALER, Christoph ; Krohn-Grimberghe, Artus . Collective Matrix Factorization of Predictors, Neighborhood and Targets for Semi-supervised Classification. Lecture Notes in Computer Science. 1ed.: Springer International Publishing, 2014, v. , p. 286-297.

• Nguyen Thai-Nghe ; DRUMOND, Lucas ; HORVATH, T. ; Krohn-Grimberghe, Artus ; NANOPOULOS, A. ; SCHMIDT-THIEME, Lars . Factorization Techniques for Predicting Student Performance. In: O. C. Santos, J. Boticario. (Org.). Educational Recommender Systems and Technologies: Practices and Challenges (ERSAT 2011). 1ed.Hershey, Pennsylvania (USA): IGI Global, 2011, v. 1, p. 129-153.

• DRUMOND, LUCAS REGO ; DIAZ-AVILES, ERNESTO ; SCHMIDT-THIEME, Lars ; NEJDL, WOLFGANG . Optimizing Multi-Relational Factorization Models for Multiple Target Relations. In: the 23rd ACM International Conference, 2014, Shanghai. Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management - CIKM '14. New York: ACM Press, 2014. p. 191.

• Grabocka, Josif ; DRUMOND, Lucas ; SCHMIDT-THIEME, Lars . Supervised Dimensionality Reduction via Nonlinear Target Estimation. In: 15th International Conference on Data Warehousing and Knowledge Discovery, DaWaK, 2013, Prague, Czech Republic,. Data Warehousing and Knowledge Discovery. Berlin: Springer Berlin Heidelberg, 2013. p. 172-183.

• Krohn-Grimberghe, Artus ; DRUMOND, Lucas ; FREUDENTHALER, Christoph ; SCHMIDT-THIEME, Lars . Multi-Relational Matrix Factorization Using Bayesian Personalized Ranking for Social Network Data. In: ACM International Conference on Web Search and Data Mining (WSDM), 2012, Seattle. Proceedings of the Fifth ACM International Conference on Web Search and Data Mining (WSDM). New York: ACM, 2012. p. 173-182.

• DIAZ-AVILES, ERNESTO ; DRUMOND, LUCAS ; GANTNER, Zeno ; SCHMIDT-THIEME, Lars ; NEJDL, WOLFGANG . What is happening right now ... that interests me?. In: the 21st ACM international conference on Information and knowledge management - CIKM, 2012, Maui. Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12. New York: ACM Press, 2012. p. 1592-1596.

• DIAZ-AVILES, ERNESTO ; DRUMOND, LUCAS ; SCHMIDT-THIEME, Lars ; NEJDL, WOLFGANG . Real-time top-n recommendation in social streams. In: the sixth ACM conference on Recommender systems - RecSys 2012, 2012, Dublin. Proceedings of the sixth ACM conference on Recommender systems - RecSys '12. New York: ACM Press, 2012. p. 59-66.

• DRUMOND, Lucas ; RENDLE, Steffen ; SCHMIDT-THIEME, Lars . Predicting RDF triples in incomplete knowledge bases with tensor factorization. In: the 27th Annual ACM Symposium on Applied Computing - SAC, 2012, Trento. Proceedings of the 27th Annual ACM Symposium on Applied Computing - SAC '12. New York: ACM Press, 2012. p. 326-331.

• Nguyen Thai-Nghe ; DRUMOND, Lucas ; HORVATH, T. ; NANOPOULOS, A. ; SCHMIDT-THIEME, Lars . Matrix and Tensor Factorization for Predicting Student Performance. In: 3rd International Conference on Computer Supported Education, 2011, Noordwijkerhout. Proceedings of the 3rd International Conference on Computer Supported Education. Setubal, Portugal: INSTICC, 2011. v. 1. p. 69-78.

• REUTER, T. ; CIMIANO, P. ; DRUMOND, Lucas ; BUZA, K. ; SCHMIDT-THIEME, Lars . Scalable event-based clustering of social media via record linkage techniques. In: Fifth International AAAI Conference on Weblogs and Social Media (ICWSM 2011), 2011, Barcelona, Espanha. Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, 2011. p. 313-320.

• Nguyen Thai-Nghe ; DRUMOND, Lucas ; HORVATH, T. ; SCHMIDT-THIEME, Lars . Multi-Relational Factorization Models for Predicting Student Performance. In: Knowledge Discovery in Educational Data Workshop, Held as part of 17th Conference on Knowledge Discovery and Data Mining (KDD 2011), 2011, San Diego, USA. Proceedings of the Knowledge Discovery in Educational Data Workshop, 2011.

• GANTNER, Zeno ; DRUMOND, Lucas ; FREUDENTHALER, Christoph ; SCHMIDT-THIEME, Lars . Bayesian Personalized Ranking for Non-Uniformly Sampled Items. In: KDD Cup Workshop 2011 Held as part of 17th Conference on Knowledge Discovery and Data Mining (KDD 2011), 2011, San Diego, USA. Proceedings of the KDD Cup Workshop 2011, 2011.

• Nguyen Thai-Nghe ; DRUMOND, Lucas ; Krohn-Grimberghe, Artus ; SCHMIDT-THIEME, Lars . Recommender System for Predicting Student Performance. In: RecSys 2010 Workshop on Recommender Systems for Technology Enhanced Learning (RecSysTEL 2010), 2010, Barcelona. Proceedings of ACM RecSys 2010 Workshop on Recommender Systems for Technology Enhanced Learning, 2010.

• DRUMOND, Lucas ; GIRARDI, Rosario . Extracting ontology concept hierarchies from text using Markov logic. In: 2010 ACM Symposium on Applied Computing (SAC), 2010, Sierre. Proceedings of the 2010 ACM Symposium on Applied Computing (SAC). New York, NY, USA: ACM, 2010. p. 1354-1358.

• GANTNER, Zeno ; DRUMOND, Lucas ; FREUDENTHALER, Christoph ; RENDLE, Steffen ; SCHMIDT-THIEME, Lars . Learning Attribute-to-Feature Mappings for Cold-start Recommendations. In: International Conference on Data Mining (ICDM 2010), 2010, Sydney, Australia. Proceedings of the International Conference on Data Mining (to appear), 2010.

• SILVA, Fabio ; GIRARDI, Rosario ; DRUMOND, Lucas . An Information Retrieval Model for the Semantic Web. In: 6th International Conference on Information Technology : New Generations, 2009, Las Vegas. Proceedings of the 6th International Conference on Information Technology : New Generations. Los Alamitos: IEEE CS Press, 2009. p. 143-148.

• DRUMOND, Lucas ; GIRARDI, Rosario ; MARANHAO, D. S. S. ; SARMENTO NETO, G. A. . Implementation Issues of the Infonorma Multi-Agent Recommender System. In: 11th International Conference on Enterprise Information Systems, 2009, Milan. Proceedings of the 11th International Conference on Enterprise Information Systems. Setubal: INSTIIC, 2009. p. 128-133.

• SILVA, Fabio ; GIRARDI, Rosario ; DRUMOND, Lucas . A Knowledge-Based Retrieval Model. In: The 21st International Conference on Software Engineering and Knowledge Engineering (SEKE 2009), 2009, Boston. Proceedings of the 21st International Conference on Software Engineering and Knowledge Engineering. Boston: Knowledge Systems Institute, 2009. p. 558-563.

• DRUMOND, Lucas ; GIRARDI, Rosario . An Experiment Using Markov Logic Networks to Extract Ontology Concepts from Text. In: II International Workshop on Web and Text Intelligence (WTI), 2009, São Carlos. Proceedings of the II International Workshop on Web and Text Intelligence (WTI 2009), 2009. p. 1-10.

• DRUMOND, Lucas ; GIRARDI, Rosario ; SILVA, Fabio . A Similarity Analysis Model for Semantic Web Information Filtering Applications. In: The Twentieth International Conference on Software Engineering and Knowledge Engineering (SEKE'08), 2008, Redwood City. Proceedings of the 20th International Conference on Software Engineering and Knowledge Engineering. Boston: Knowledge Systems Institute, 2008. p. 638-642.

• MARIANO, R. G. ; GIRARDI, Rosario ; LEITE, Adriana ; DRUMOND, Lucas . A Case Study on Domain Analysis of Semantic Web Multi-agent Recommender Systems. In: The 3rd International Conference on Software and Data Technologies, 2008, Porto. Proceedings of the 3rd International Conference on Software and Data Technologies. Setúbal: INSTICC, 2008. p. 160-167.

• DRUMOND, Lucas ; GIRARDI, Rosario . A Survey of Ontology Learning Procedures. In: 3rd Workshop on Ontologies and Their Applications (WONTO 2008) at SBIA 2008, 2008, Salvador. Proceedings of the 3rd Workshop on Ontologies and Their Applications, 2008.

• DRUMOND, Lucas ; GIRARDI, Rosario ; LEITE, Adriana . A Case Study on the Application of the MAAEM Methodology for the Specification Modeling of Recommender Systems in the Legal Domain. In: 9th International Conference on Enterprise Information Systems, 2007, Funchal. Proccedings of the 9th International Conference on Enterprise Information Systems, 2007.

• DRUMOND, Lucas ; GIRARDI, Rosario ; LEITE, Adriana . Architectural Design of a Multi-agent Recommender System for the Legal Domain. In: Eleventh International Conference on Artificial Intelligence and Law, 2007, Palo Alto. Proceedings of Eleventh International Conference on Artificial Intelligence and Law, 2007.

• DRUMOND, Lucas ; GIRARDI, Rosario ; LEITE, Adriana . Detailed Design of the User Modeler Agent of the Knowledge Based Infonorma Recommender System. In: The Nineteenth International Conference on Software Engineering and Knowledge Engineering, 2007, Boston. Proceedings of the Nineteenth International Conference on Software Engineering and Knowledge Engineering. Los Alamitos: IEEE CS Press, 2007.

• DRUMOND, Lucas ; GIRARDI, Rosario ; LINDOSO, Alisson ; MARINHO, Leandro . A Semantic Web Based Recommender System for the Legal Domain. In: European Conference on Artificial Intelligence (ECAI 2006) Workshop on Recommender Systems, 2006, Riva del Garda. Proceedings of the ECAI 2006 Workshop on Recommender Systems, 2006. p. 81-83.

• ARAUJO, I. ; DRUMOND, Lucas ; MARIANO, R. G. ; GIRARDI, Rosario . ONTOJURIS E ONTOTRIB: Ontologias para a modelagem do conhecimento jurídico. In: SEMINÁRIO DE PESQUISA EM ONTOLOGIA NO BRASIL, 2008, Niterói. Anais do I SEMINÁRIO DE PESQUISA EM ONTOLOGIA NO BRASIL, 2008.

• DRUMOND, Lucas ; GIRARDI, Rosario . Um Sistema Multiagente de Recomendações para a Web Semântica Através da Filtragem Baseada em Conteúdo. In: XIX SEMIC, 2007, São Luís. Anais do XIX SEMIC, 2007.

• DRUMOND, Lucas ; GIRARDI, Rosario . Uma análise das técnicas e ferramentas para o desenvolvimento de aplicações para a Web Semântica. In: II CONEPEX/XVIII SEMIC, 2006, São Luís. Anais do II CONEPEX/XVIII SEMIC, 2007.

Outras produções