Sergio Antônio Andrade de Freitas

Academic and Professional Profile

Academic Background

Research Areas

Contributions and Acknowledgments

Current Projects

Supervisory Experience

Current Supervisions

Master’s degree

Undergraduate Research

Bachelor’s Thesis

  • Luis Guilherme Gaboardi Lins. Use of LLMs in labor law dialogues . Bachelor of Software Engineering - University of Brasília (Brazil), (2024). Advisor(s): Sergio Freitas . Tags: Machine Learning, Artificial Intelligence .
  • Alvaro Henrique de Sousa Gouvea. Use of LLMs in labor law dialogues . Bachelor of Software Engineering - University of Brasília (Brazil), (2024). Advisor(s): Sergio Freitas . Tags: Machine Learning, Artificial Intelligence .
  • Antonio Rangel Chaves. Gamification in the Moodle Virtual Learning Environment: Guide and Tool for Content Creators . Bachelor of Software Engineering - University of Brasília (Brazil), (2023). Advisor(s): Sergio Freitas . Tags: Gamification .
  • Vitor Diniz Pagani Vieira Ribeiro. Gamification in the Moodle Virtual Learning Environment: Guide and Tool for Content Creators . Bachelor of Software Engineering - University of Brasília (Brazil), (2023). Advisor(s): Sergio Freitas . Tags: Gamification .

Former Supervisions

Master’s degree

  1. Éber Junio Borges Moreira, Scheduling of Academic Resources in Higher Education Institutions: A Case Study at the University of Brasília . Master's Thesis in Applied Computing, University of Brasília (Brazil), 2024 Advisor(s): Sergio Freitas . Tags: Learning Analytics, Machine Learning .
  2. Arthur Rocha Temporim de Lacerda, Gamified Chatbot Management Process: A way to build gamified chatbots . Master's Thesis in Applied Computing, University of Brasília (Brazil), 2024 Advisor(s): Sergio Freitas . Tags: Gamification, Machine Learning .
  3. Luciana Santos de Assis, Critical Evaluation and Case Study on the Implementation of Gamification in Organizational Contexts . Master's Thesis in Applied Computing, University of Brasília (Brazil), 2023 Advisor(s): Sergio Freitas . Tags: Gamification, Soft Skills, Digital Transformation .
  4. Edmilson Cosme da Silva, Prediction of academic dropout in higher education - the case of face-to-face undergraduate courses at the University of Brasília . Master's Thesis in Applied Computing, University of Brasília (Brazil), 2023 Advisor(s): Sergio Freitas . Tags: Learning Analytics, Machine Learning .
  5. Públio Pastrolin Cavalcante, Evaluation of the change in report quality with the application of gamification in police intelligence activities . Master's Thesis in Applied Computing, University of Brasília (Brazil), 2023 Advisor(s): Sergio Freitas . Tags: Gamification, Soft Skills .
  6. Ana Cláudia Alves Mendes Araújo, REQGAME - Requirements Elicitation with Gamification - An Experiment in Software Projects in a Federal Public Agency . Master's Thesis in Applied Computing, University of Brasília (Brazil), 2021 Advisor(s): Sergio Freitas . Tags: Gamification, Requirements Engineering .
  7. Felipe Evangelista dos Santos, Implementation of the integration of the UnB service bus with monitoring tools . Master's Thesis in Applied Computing, University of Brasília (Brazil), 2020 Advisor(s): Sergio Freitas . Tags: Software Architecture .
  8. James Taylor Faria Chaves, Service-Oriented Architecture (SOA), Agile Development Methods and Quality Assurance (QA) - a case study . Master's Thesis in Applied Computing, University of Brasília (Brazil), 2019 Advisor(s): Sergio Freitas . Tags: Software Architecture .
  9. Débora Zupeli Bossois, Text categorization methodology from unlabeled documents using an anaphora resolution process . Master's Thesis in Informatics, Federal University of Espirito Santo (Brazil), 2010 Advisor(s): Sergio Freitas . Tags: Natural Language Processing, Artificial Intelligence, Machine Learning .
  10. Luana Vieira Morellato, Computational methodology for identification of nominal phrases in Portuguese . Master's Thesis in Informatics, Federal University of Espirito Santo (Brazil), 2010 Advisor(s): Sergio Freitas . Tags: Natural Language Processing, Artificial Intelligence .
  11. Francisco Santiago do Carmo Pereira, A methodology for the use of natural language processing in the search for information in digital documents . Master's Thesis in Informatics, Federal University of Espirito Santo (Brazil), 2009 Advisor(s): Sergio Freitas . Tags: Natural Language Processing, Artificial Intelligence, Machine Learning .
  12. Hilário Seibel Júnior, Retrieval of relevant information in digital documents based on anaphora resolution . Master's Thesis in Informatics, Federal University of Espirito Santo (Brazil), 2007 Advisor(s): Sergio Freitas . Tags: Natural Language Processing, Artificial Intelligence .
  13. Ayrton Monteiro Cristo Filho, Computational interpretation of the simple future perfect tense in narratives for Brazilian Portuguese . Master's Thesis in Informatics, Federal University of Espirito Santo (Brazil), 2004 Advisor(s): Berilhes Borges Garcia, Sergio Freitas . Tags: Natural Language Processing, Artificial Intelligence .

Undergraduate Research

Bachelor’s Thesis

  1. João Vitor Lopes de Farias, Journey - the use of RPG in a learning process , 2023 Advisor(s): Sergio Freitas . Tags: Gamification, Active Learning .
  2. Ítalo Alves Guimarães, Implementation of a support application for the gamified course in HCI . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2023 Advisor(s): Sergio Freitas . Tags: Gamification, Active Learning .
  3. Amanda Emilly Muniz de Menezes, Identifying Factors Affecting Dropout in Higher Education . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2022 Advisor(s): Cristiane Ramos, Sergio Freitas . Tags: Education, Learning Analytics .
  4. Letícia Karla Soares Rodrigues de Araújo, Identifying Factors Affecting Dropout in Higher Education . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2022 Advisor(s): Cristiane Ramos, Sergio Freitas . Tags: Education, Learning Analytics .
  5. Luiz Henrique Fernandes Zamprogno, Gamified Chatbot for Academic Information Inquiry . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2022 Advisor(s): Sergio Freitas . Tags: Gamification, Artificial Intelligence .
  6. Rafael Santos Teodosio, $tudy - A Gamified Financial Education System . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2022 Advisor(s): Sergio Freitas . Tags: Gamification, Education .
  7. Victor Eduardo Araujo Ribeiro, Gamified Chatbot for Academic Information Inquiry . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2022 Advisor(s): Sergio Freitas . Tags: Gamification, Artificial Intelligence .
  8. Érico Maximiano Bandeira, Pixel - A Gamified Tool for Learning Usability Criteria . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2022 Advisor(s): Sergio Freitas . Tags: Gamification, Active Learning .
  9. Weiller Fernandes Pereira, Systematic literature review on the use of frameworks in the construction of gamification in education . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2021 Advisor(s): Sergio Freitas . Tags: Gamification, Education .
  10. Bruno Contessotto Bragança Pinheiro, Active Gamification - A Process for Successful Gamification . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2019 Advisor(s): Sergio Freitas . Tags: Gamification .
  11. Paulo Markes Rodrigues de Oliveira Calado, Strategy to identify improvement opportunities in gamified applications . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2018 Advisor(s): Sergio Freitas . Tags: Gamification, Requirements Engineering .
  12. Leandro Alves Ferreira Santos, Gamified Software to Support Teaching and Learning Mathematics for Children . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2017 Advisor(s): Sergio Freitas . Tags: Gamification, Education, Active Learning .
  13. Tiago Ribeiro de Assunção, Application of Gamification in the About Social Network . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2017 Advisor(s): Sergio Freitas . Tags: Gamification, Soft Skills .
  14. Yeltsin Suares Gama, Learning Support System. . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2017 Advisor(s): Sergio Freitas . Tags: Learning Analytics, Artificial Intelligence .
  15. Attany Nathaly Lima Araújo, Process of building an experience database for R&D laboratories , 2016 Advisor(s): Sergio Freitas . Tags: Soft Skills, Teamwork .
  16. Cristóvão de Lima Frinhani, Application of Natural Language Processing - A Support Tool for Correcting Essay Questions . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2016 Advisor(s): Sergio Freitas . Tags: Natural Language Processing, Artificial Intelligence, Machine Learning .
  17. João Vitor de Moura Rosa Silva, SAMI - System for analyzing learning indicator metrics , 2016 Advisor(s): Sergio Freitas . Tags: Gamification, Active Learning .
  18. Leandro Veloso Rodrigues, A study on the contribution of the Science Without Borders Program to the development of behavioral competencies in software engineering . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2016 Advisor(s): Sergio Freitas, Fabiana Mendes . Tags: Soft Skills .
  19. Ludimila da Bela Cruz, Support Tool for the Construction of Gamification Projects . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2016 Advisor(s): Sergio Freitas . Tags: Gamification, .
  20. Wilker Mesquita de Assunção, Gamified Learning Environment for Teaching Algorithms . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2016 Advisor(s): Sergio Freitas . Tags: Gamification, Education .
  21. Guilherme Fay Vergara, Deployment of software as a service on a private cloud for the FGA software factory . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2014 Advisor(s): Sergio Freitas, Edna Canedo . Tags: Software Architecture .
  22. Rafael Ferreira dos Santos, Evaluation of the implementation of an ITIL v3-based Service Desk system - a case study in a public agency . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2014 Advisor(s): Sergio Freitas . Tags: Digital Transformation .
  23. Greg Ouyama Martins, Evaluation of algorithms for sorting digital documents retrieved in search . Senior Project (Bachelor of Software Engineering) - University of Brasília (Brazil), 2013 Advisor(s): Sergio Freitas . Tags: Artificial Intelligence, Natural Language Processing .

Publications (57)

  1. Éber Júnio Borges Moreira,Sergio Antônio Andrade Freitas, A CP-SAT Approach for Academic Resource Timetabling in Higher Education Institutions: A Case Study at a Major Public University , in IEEE International Conference on IT in Higher Education and Training (ITHET 2024) , 2024 . DOI: 10.1109/ITHET61869.2024.10837617 . Tags: Machine Learning, Learning Analytics .
  2. Sergio Antônio Andrade Freitas,Cristiane S. Ramos,Eduardo Bessa Pereira da Silva,Marcia Renata Mortari,Dianne Magalhaes Viana, Implementing Neuroscientific Principles in Gamified Software Engineering Courses , in Frontiers in Education 2024 , 2024 . DOI: 10.1109/FIE61694.2024.10893484 . Tags: Active Learning, Learning Analytics, Gamification .
  3. Sergio Antônio Andrade Freitas,Mylena Angélica S. Farias,Cristiane S. Ramos,Marcus Vinícius Paiva Martins,Juan Mangueira Alves,Leda Cardoso S. Pinto, Crafting Personalized Learning Environments Through Motivational Profiling , in Frontiers in Education 2024 , 2024 . DOI: 10.1109/FIE61694.2024.10893473 . Tags: Active Learning, Gamification .
  4. Cristiane S. Ramos,Mylena Angélica S. Farias,Sergio Antônio Andrade Freitas,Marcus Vinícius Paiva Martins,Juan Mangueira Alves,Leda Cardoso S. Pinto, A Process to Identify Players’ Motivational Profiles for Designing a Gamification Project , in 24th International Conference on Computational Science and Its Applications - ICCSA 2024 , p49-67, 2024 . DOI: 10.1007/978-3-031-64608-9_4 . Tags: Active Learning, Gamification .
  5. Cristiane S. Ramos,Dianne M. Viana,Eduardo Bessa,Márcia R. Mortari,Sergio Antônio Andrade Freitas, Learning Indicators as Tools for Continuous Improvement in the Educational Environment , in PAEE/ALE 2024 - International Conference on Active Learning in Engineering Education , p245-254, 2024 . DOI: 2183-1378 . Tags: Active Learning .
  6. LACERDA, A. R. T.,FREITAS, S. A. A.,RAMOS, C. S., Gamified Chatbot Management Process: A way to build gamified chatbots , in 10th Intelligent Systems Conference , 2024 . DOI: 10.1007/978-3-031-66428-1_2 . Tags: Gamification, Machine Learning .
  7. RAMOS, C. S.,VIANNA, D. M.,BESSA, E.,MORTARI, M. R.,FREITAS, S. A. A., Indicadores de aprendizagem , Biblioteca Central da Universidade de Brasília, 2023 . Tags: Learning Analytics, Active Learning .
  8. ASSIS, L. S.,FREITAS, S. A. A., Gamification in Organizational Contexts: A Systematic Literature Review , in 25th International Conference on Human-Computer Interaction , 2023 . DOI: 10.1007/978-3-031-35969-9_23 . Tags: Gamification .
  9. ERVEN, R. V.,JUBE, D.,SANTOS, H.,FREITAS, S. A. A.,CANEDO, E. D., Gamification project to receive continuous feedback in the context of the evolution of public service for lawyers , in 2023 IEEE ASEE Frontiers in Education , 2023 . DOI: 10.1109/fie58773.2023.10343441 . Tags: Gamification .
  10. SILVA, E. C.,FREITAS, S. A. A.,RAMOS, C. S.,MENEZES, A. E. M.,ARAUJO, L. K. S. R., A systematic review of the factors that impact the prediction of retention and dropout in higher education , in 56th Hawaii International Conference on System Science , 2023 . Tags: Learning Analytics, Machine Learning .
  11. CABELLO, A. F.,ARRUDA, J. A.,IMBROISI, D.,FERREIRA, G. V.,FREITAS, SERGIO A. A., Strategic Choice in Selective Processes: analyses of the alteration of initial option of candidates in SISUnB, and its effects on dropout , REVISTA COM CENSO ESTUDOS EDUCACIONAIS DO DISTRITO FEDERAL , 9(41-49), 2022 . Tags: Learning Analytics .
  12. CAVALCANTI, P. P.,FREITAS, S. A. A., Evaluation of the Change in the Quality of Reports with the Application of Gamification in a Corporative Institution , in Proceedings of the 24th International Conference on Human-Computer Interaction , p353-367, 2022 . DOI: 10.1007/978-3-031-05544-7_27 . Tags: Gamification, Digital Transformation .
  13. CABELLO, A. F.,FERREIRA, G. V.,IMBROISI, D.,ARRUDA, J. A.,FREITAS, S. A. A.,ALVAREZ, G. A., Forms of admission in a comparative perspective: why does SISU increase dropout? The case of UNB , AVALIAÇÃO: REVISTA DA AVALIAÇÃO DA EDUCAÇÃO SUPERIOR , 26(446-460), 2021 . DOI: 10.1590/s1414-40772021000200006 . Tags: Learning Analytics, Education .
  14. MELO, L. V. S. E.,NOGUEIRA, T. J. A. M.,LEITE, L. L.,FREITAS, S. A. A., Programa Aprendizagem para o 3º Milênio (A3M) , 2021 . DOI: 9786599168932 . Tags: Active Learning, Education .
  15. CHAVES, J. T. F.,FREITAS, S. A. A., NatVi - A Framework for Agile Software Development, Service-oriented Architecture and Quality Assurance , in 20th International Conference on Computational Science and its Applications , 2020 . DOI: 10.1007/978-3-030-58817-5_33 . Tags: Software Architecture .
  16. MOTA, V. F. S.,GOMES, R. L.,FREITAS, S. A. A., Internet das Coisas como Plataforma Multidisciplinar de Aprendizagem: Projetos Integradores Hardware/Software , 2020 . DOI: 10.5753/wei.2020.11138 . Tags: Active Learning .
  17. CABELLO, A. F.,FERREIRA, G. V.,IMBROISI, D.,ARRUDA, J. A.,FREITAS, S. A. A.,ALVAREZ, G. A., Forms of Admission in Comparative Perspective: Sisu at UnB , in XIX Colóquio Internacional de Gestão Universitária , 2019 . Tags: Learning Analytics .
  18. CHAVES, J. T. F.,FREITAS, S. A. A., A Systematic Literature Review for Service-oriented Architecture and Agile Development , in The 19th International Conference on Computational Science and its Applications , 2019 . DOI: 10.1007/978-3-030-24308-1_11 . Tags: Software Architecture .
  19. LEMES, R. F.,FREITAS, S. A. A., Uso do algoritmo Apriori na avaliação da motivação em uma gamificação , in Simpósio Brasileiro de Informática na Educação (SBIE) , 2019 . DOI: 10.5753/cbie.sbie.2019.694 . Tags: Gamification, Active Learning .
  20. Nogueira, Teresinha de Jesus Araújo Magalhães,Melo, Lívia Veleda de Sousa e,FREITAS, S. A. A.,Leite, Letícia Lopes,Macedo, Harineide Madeira, PROGRAMA APRENDIZAGEM PARA O 3º MILÊNIO (A3M): PROMOVENDO A INSTITUCIONALIZAÇÃO DE AÇÕES INOVADORAS NA UNB , 2019 . DOI: 10.1007/978-3-030-24308-1_11 . Tags: Active Learning .
  21. FIGUEIREDO, R.M.C.,SANTOS, R.R.,FREITAS, S. A. A., Governança em tecnologia de informação e comunicação para o setor público , TCU, 2018 . DOI: 9788560365272 . Tags: Digital Transformation .
  22. FREITAS, S. A. A.,CANEDO, E. D.,JESUS, D. A., Calculating Similarity of Curriculum Lattes , IEEE Latin America Transactions , 16(1758), 2018 . DOI: 10.1109/tla.2018.8444396 . Tags: Learning Analytics .
  23. FREITAS, S. A. A.,CANEDO, EDNA,SANTOS FELISDÓRIO, RODRIGO,LEÃO, HELOISE, Analysis of the Risk Management Process on the Development of the Public Sector Information Technology Master Plan , INFORMATION , 9(248), 2018 . DOI: 10.3390/info9100248 . Tags: Digital Transformation .
  24. COSTA OLIVEIRA, EDGARD,ALVES DE JESUS, DIONLAN,FREITAS, S. A. A.,DIAS CANEDO, EDNA, Similarities Building a Network between Researchers based on the Curriculum Lattes Platform , in 20th International Conference on Enterprise Information Systems , 2018 . DOI: 10.5220/0006664102030214 . Tags: Learning Analytics .
  25. CUNHA, G. C. A.,BARRAQUI, L. P.,FREITAS, S. A. A., Evaluating the use of gamification in mathematics learning in primary school children , in 48th Annual Frontiers in Education (FIE) , 2018 . DOI: 10.1109/FIE.2018.8658950 . Tags: Gamification, Active Learning .
  26. LEAO, H. A. T.,SOUZA, R. V. F.,MACIEL, A. A. F.,FREITAS, S. A. A.,CANEDO, E. D., Gamificação aplicada ao desenvolvimento de software: Análise e Projeto , in XX ENCOINFO , 2018 . Tags: Gamification, Software Architecture .
  27. MELO, L. V. S. E.,NOGUEIRA, T. J.,FREITAS, S. A. A.,LEITE, L. L., Programa A3M: construção e socialização de ações pedagógicas inovadoras na UNB , in X Simpósio Nacional de Educação , 2018 . Tags: Active Learning, Education .
  28. NOGUEIRA, T. J. A.,MELO, L. V. S. E.,FREITAS, S. A. A.,LEITE, L. L.,MACEDO, H., Programa Aprendizagem para o 3º Milênio (A3M): Identificando o processo de Mediação Pedagógica em Espaços Integrados de Ensino e Aprendizagem , in XV Congresso Brasileiro de Ensino Superior a Distância , 2018 . Tags: Active Learning, Education .
  29. RIBEIRO, A. S.,CANEDO, E. D.,FREITAS, S. A. A., An Implementation of the OAuth 2.0 for an Enterprise Service Bus , in 18th International Conference on Computational Science and Its Applications , 2018 . DOI: 10.1007/978-3-319-95162-1_32 . Tags: Software Architecture .
  30. DANTAS, J. M.,FREITAS, S. A. A., Gestão de Continuidade de Serviços de TI: Site de Contingência , 2018 . DOI: 9788560365272 . Tags: Digital Transformation .
  31. FELISDORIO, R. C. S.,FREITAS, S. A. A., Análise do processo de gestão de riscos na elaboração do plano diretor de tecnologia da informação – PDTI no setor público , 2018 . DOI: 9788560365272 . Tags: Digital Transformation .
  32. MARTINS, L. B.,FREITAS, S. A. A., Gestão de riscos e governança de TI aplicada à rede de comunicação governamental , 2018 . DOI: 9788560365272 . Tags: Digital Transformation .
  33. POLETTO, J. A. R.,FREITAS, S. A. A., Identificação de riscos em fiscalizações de obras públicas realizadas pelo TCU e o papel da tecnologia da informação em mitigá-los , 2018 . DOI: 9788560365272 . Tags: Digital Transformation .
  34. ARAUJO, A. N. L.,BORGES, K. C. S.,FREITAS, S. A. A.,CANEDO, E. D.,SILVA, W. C. M. P., Experience and Innovation Factory: Adaptation of an Experience Factory Model for a Research and Development Laboratory , in Americas Conference on Information Systems 2017 , 2017 . Tags: Software Architecture, Teamwork .
  35. CUNHA, GEOVÂNIA,BARRAQUI, LUCIANA,FREITAS, S. A. A., Uso da gamificação nos anos iniciais do ensino fundamental brasileiro , in XXVIII Simpósio Brasileiro de Informática na Educação SBIE , 2017 . DOI: 10.5753/cbie.sbie.2017.1742 . Tags: Gamification, Education, Active Learning .
  36. DIAS CANEDO, EDNA,SANTOS, GIOVANNI ALMEIDA,FREITAS, S. A. A., Analysis of the teaching-learning methodology adopted in the introduction to computer science classes , in 2017 IEEE Frontiers in Education Conference (FIE) , 2017 . DOI: 10.1109/FIE.2017.8190556 . Tags: Active Learning .
  37. FREITAS, S. A. A.,CANEDO, E. D.,FRINHANI, C. L.,FERNANDES, M. V.,SILVA, M. C., Evaluation of an Automatic Essay Correction System Used as an Assessment Tool , in 19th International Conference on Human-Computer Interaction , 2017 . DOI: 10.1007/978-3-319-58700-4_18 . Tags: Machine Learning, Natural Language Processing .
  38. FREITAS, S. A. A.,LACERDA, ARTHUR R. T.,CALADO, PAULO M. R. O.,LIMA, THIAGO S.,DIAS CANEDO, EDNA, Gamification in education: A methodology to identify student's profile , in 2017 IEEE Frontiers in Education Conference (FIE) , 2017 . DOI: 10.1109/FIE.2017.8190499 . Tags: Gamification, Active Learning .
  39. MELO, L. V. S. E.,FREITAS, S. A. A.,NOGUEIRA, T. J.,ANDRADE, M.,LOURENCO, V., Programa Aprendizagem para o Terceiro Milênio (A3M): política de valorização e promoção de ações educacionais inovadoras na Universidade de Brasília , in XIV Congresso Brasileiro de Ensino Superior a Distância , 2017 . Tags: Active Learning, Education .
  40. FREITAS, S. A. A.,LIMA, THIAGO,CANEDO, EDNA,COSTA, RICARDO LOPES, Gamificação e avaliação do engajamento dos estudantes em uma disciplina técnica de curso de graduação , in XXVII Simpósio Brasileiro de Informática na Educação , 2016 . DOI: 10.5753/cbie.sbie.2016.370 . Tags: Gamification, .
  41. FREITAS, S. A. A.,SILVA, RITA C.,CANEDO, EDNA D.,LUCENA, TIAGO FRANKLIN R., A tool for students' grouping in classroom , in 2016 IEEE Frontiers in Education Conference (FIE) , 2016 . DOI: 10.1109/FIE.2016.7757708 . Tags: Learning Analytics .
  42. FREITAS, S. A. A.,SILVA, RITA DE CASSIA,LUCENA, TIAGO FRANKLIN R.,RIBEIRO, EDUARDO DO N.,LIMA, VICTOR COTRIM DE,SILVA, RODRIGO M. S. DA, Smart Quizzes in the Engineering Education , in 2016 49th Hawaii International Conference on System Sciences (HICSS) , 2016 . DOI: 10.1109/HICSS.2016.17 . Tags: Artificial Intelligence, Education .
  43. FREITAS, S. A. A.,SILVA, WANDER C. M. P.,MARSICANO, GEORGE, Using an Active Learning Environment to Increase Students' Engagement , in 2016 IEEE 29th International Conference on Software Engineering Education and Training (CSEET) , 2016 . DOI: 10.1109/CSEET.2016.24 . Tags: Active Learning .
  44. FRINHANI, CRISTOVAO LIMA,FREITAS, S. A. A.,FERNANDES, MAURICIO VIDOTTI,DIAS CANEDO, EDNA, An automatic essay correction for an active learning environment , in 2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) , 2016 . DOI: 10.1109/AICCSA.2016.7945769 . Tags: Artificial Intelligence, Machine Learning, Natural Language Processing .
  45. MARSICANO, GEORGE,MENDES, FABIANA FREITAS,FERNANDES, MAURICIO VIDOTTI,FREITAS, S. A. A., An Integrated Approach to the Requirements Engineering and Process Modelling Teaching , in 2016 IEEE 29th International Conference on Software Engineering Education and Training (CSEET) , 2016 . DOI: 10.1109/CSEET.2016.23 . Tags: Active Learning, Requirements Engineering .
  46. NAYARA, BRUNA,CRUZ, LUDIMILA DA BELA,FREITAS, S. A. A., Metodologia para avaliação da gamificação em jogos , in XXVII Simpósio Brasileiro de Informática na Educação , 2016 . DOI: 10.5753/cbie.sbie.2016.510 . Tags: Gamification .
  47. RODRIGUES, LEANDRO VELOSO,FREITAS, S. A. A.,MENDES, FABIANA, Um estudo sobre o perfil das equipes de desenvolvimento de softwares educacionais , in XXVII Simpósio Brasileiro de Informática na Educação , 2016 . DOI: 10.5753/cbie.sbie.2016.159 . Tags: Teamwork .
  48. VALENCA, K. S.,CANEDO, E. D.,KOSLOSKI, R. A. D.,FREITAS, S. A. A., Proposed Data Model for a Historical Base Tool , in 11th International Conference on Software Engineering Advances (ICSEA) , 2016 . Tags: Software Quality .
  49. VERGARA, G. F.,CANEDO, E. D.,FREITAS, S. A. A., Deployment of Collaborative Softwares as a Service in a Private Cloud to a Software Factory , in 15th Computational Science and Its Applications (ICCSA) , 2015 . DOI: 10.1007/978-3-319-21404-7_24 . Tags: Software Architecture .
  50. LOZZI, S.,DINIZ, F. B.,ALBURQUERQUE, P.,REZENDE, M.,FREITAS, S. A. A.,COSTA, C., Influence of Affirmative Action on the Academic Performance of Undergraduate Students from a Brazilian Public University , in 5th International Conference of Education, Research and Innovations, 2012, Madrid - Spain , pp. 3017-3022, 2012 . Tags: Learning Analytics .
  51. Pereira, F. S. C.,Seibel, Hilário,FREITAS, S. A. A., An Anaphora Based Information Retrieval model Extension , in 2009 World Congress on Computer Science and Information Engineering, 2009, Los Angeles , pp. 330-334, 2009 . DOI: 10.1109/CSIE.2009.833 . Tags: Natural Language Processing, Artificial Intelligence .
  52. Pereira, F. S. C.,MORELLATO, L.,FREITAS, S. A. A., Evaluation of an information retrieval model based in anaphora resolution , in IADIS International Conference on WWW/Internet, 2009, Roma , pp. 334-339, 2009 . Tags: Natural Language Processing, Artificial Intelligence .
  53. Seibel, Hilário,FREITAS, S. A. A., Methodology for retrieval of relevant information in digital documents based on anaphora resolution , in XXXIII Latin American Conference on Informatics CLEI 2007, 2007, San José - Costa Rica , 2007 . Tags: Natural Language Processing, Artificial Intelligence .
  54. Barbosa, H. A.,FREITAS, S. A. A., Intrusion Detection Systems in Industrial Automation Networks , in 6th International Congress on Automation, Systems and Instrumentation, 2006, São Paulo , 2006 . Tags: Artificial Intelligence .
  55. Sergio Antônio Andrade de Freitas, Automated text interpretation - anaphora processing . PhD Thesis, Federal University of Espirito Santo (Brazil), 2005 . Tags: Natural Language Processing, Artificial Intelligence .
  56. Cristo Filho, A. M.,FREITAS, S. A. A., Interpretation of the Future of the Past in Narratives , in 1º Workshop em Tecnologia da Informação e da Linguagem Humana, 2003, São Carlos - SP , 2003 . Tags: Artificial Intelligence, Natural Language Processing .
  57. Sergio Antônio Andrade de Freitas, Deixis and pronominal anaphora in dialogs . Master's Thesis in Informatics, Federal University of Rio Grande do Sul (Brazil), 1993 . Tags: Natural Language Processing, Artificial Intelligence .

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