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Amanda Sizo is a PhD student at the Doctoral Program in Informatics Engineering of the University of Porto, acting as collaborator researcher at LIACC (Artificial Intelligence and Computer Science Laboratory at the University of Porto). She attended, with a note of approval of 17 values on average, the scholastic part in the Doctoral Program in Information Science and Technology of the University of Coimbra. She has been worked for 18 years for Brazil's government as an analyst and systems manager where she was the coordinator of systems area at the Information and Communication Technology Center of Federal University of Western Pará (UFOPA). She won two scientific awards for best papers at conferences in Brazil. She published 6 journals' articles, 2 book chapters , and 5 conferences' papers. Her main research interests are information quality, machine learning and language processing.
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Identification

Personal identification

Full name
Amanda Monteiro Sizo Lino

Citation names

  • Sizo, Amanda

Author identifiers

Ciência ID
B618-F5F7-BBD7
ORCID iD
0000-0002-9516-7991

Knowledge fields

  • Exact Sciences - Computer and Information Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
English Intermediate (B1) Intermediate (B1) Intermediate (B1) Intermediate (B1) Intermediate (B1)
Portuguese (Mother tongue)
Education
Degree Classification
2021/01 - 2025
Ongoing
 Doctoral Program in Informatics Engineering (Doutoramento)
Major in Natural Language Processing and Machine Learning.
Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2018
Concluded
 Doctoral Program in Information Science and Technology (Curso de doutoramento (conclusão de unidades curriculares))
Universidade de Coimbra Departamento de Engenharia Informática, Portugal
 17
2013 - 2016
Concluded
 Pós-Graduação em Gerenciamento de Projetos (Pós-Graduação)
Fundação Getúlio Vargas, Brazil
 18
2005/08/02 - 2011/08/19
Concluded
 Mestrado em Ciência da Computação (Master)
Major in Ciência da Computação
Universidade Federal do Pará, Brazil
 17
2009 - 2010
Concluded
 Engenharia De Componentes Com Java Enterprise. (Diploma de especialização)
Universidade da Amazônia, Brazil
 19
1999/02/01 - 2002/12/05
Concluded
 Bacharelado em Ciência da Computação (Bachelor)
Major in Ciência da Computação
Universidade da Amazônia, Brazil
 15
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2011 - 2012 Assistant Professor (University Teacher) Faculdade Integrada do Tapajós, Brazil

Positions / Appointments

Category
Host institution 		Employer
2012 - 2016 Systems Analyst - Analista de Sistemas Universidade Federal do Pará, Brazil
2012 - 2014 Systems department coordinator -Coordenadora do departamento de sistemas Universidade Federal do Oeste do Pará, Brazil
2003 - 2012 Systems Analyst - Analista de sistemas Empresa de Processamento de Dados do Pará, Brazil
Outputs

Publications

Book chapter
  1. Ribeiro, Ana Carolina; Sizo, Amanda; Lopes Cardoso, Henrique; Reis, Luís Paulo. "Acceptance Decision Prediction in Peer-Review Through Sentiment Analysis". In Progress in Artificial Intelligence, 766-777. Springer International Publishing, 2021.
    Published • 10.1007/978-3-030-86230-5_60
  2. Lino, Adriano; Rocha, Álvaro; Sizo, Amanda. "A Proposal for Automatic Evaluation by Symbolic Regression in Virtual Learning Environments". In New Advances in Information Systems and Technologies, 855-865. Springer International Publishing, 2016.
    Published • 10.1007/978-3-319-31232-3_81
Conference paper
  1. Lino, Adriano; Macedo, Luis; Rocha, Álvaro; Sizo, Amanda. "LabDER - Relational Database Virtual Learning Environment". Paper presented in 38th International Conference on Conceptual Modelling (ER 2019), CORE A, Salvador, 2019.
    Published
  2. Sizo, Amanda; Rocha, Álvaro. "Quality model for classification of the review of scientific articles". Paper presented in 13th Iberian Conference on Information Systems and Technologies (CISTI), IEEE/ ISI/ SCOPUS, Cáreceres, 2018.
    Published • 10.23919/CISTI.2018.8399153
  3. Sizo, Amanda; Lino, Adriano; Rocha, Álvaro. "Assessing Review Reports of Scientific Articles: A Literature Review". Paper presented in (WorldCIST'18), Springer, CORE C, SCOPUS/ISI, Nápoles, 2018.
    Published • 10.1007/978-3-319-77703-0_14
  4. Figueira, Azauri S.; Lino, Amanda S.; Paulo, S. S.; Santos, Clayton A. M.; Brasileiro, Tania S. A.; Del Pino Lino, Adriano. "Educational data mining to track students performance on teaching learning environment LabSQL". Paper presented in 10th Iberian Conference on Information Systems and Technologies (CISTI), IEEE, ISI/SCOPUS, 2015.
    Published • 10.1109/cisti.2015.7170395
  5. Sizo, Amanda. "Escritório de projetos: Um Instrumento de gestão estratégica para uma nova universidade no interior da Amazônia". Paper presented in VI Congresso CONSAD de Gestão Pública, Brasília, 2013.
    Published
Journal article
  1. Ribeiro, Ana Carolina; Sizo, Amanda; Reis, Luís Paulo. "Investigating the reviewer assignment problem: A systematic literature review". Journal of Information Science (2023): 1-21. http://dx.doi.org/10.1177/01655515231176668.
    Published • 10.1177/01655515231176668
  2. Sizo, Amanda; Lino, Adriano; Reis, Luís Paulo; Rocha, Álvaro. "An overview of assessing the quality of peer review reports of scientific articles". International Journal of Information Management 46 (2019): 286-293. SCImago: Q1 (Artificial Intelligence),Q1(Information Systems), ISI-JCR, IF=5.06, 5Y-IF = 6.33.
    Published • 10.1016/j.ijinfomgt.2018.07.002
  3. Lino, Adriano; Rocha, Álvaro; Macedo, Luís; Sizo, Amanda. "Application of clustering-based decision tree approach in SQL query error database". Future Generation Computer Systems 93 (2019): 392-406. http://dx.doi.org/10.1016/j.future.2018.10.038, SCImago: Q1 (Computer Science), ISI-JCR, IF= 6.125.
    Published • 10.1016/j.future.2018.10.038
  4. Lino, Adriano; Rocha, Álvaro; Sizo, Amanda. "Virtual teaching and learning environments: automatic evaluation with artificial neural networks". Cluster Computing 22 S3 (2017): 7217-7227. http://dx.doi.org/10.1007/s10586-017-1122-y , SCImago: Q2 (Computer Science), ISI-JCR, IF= 3.458.
    Published • 10.1007/s10586-017-1122-y
  5. Lino, Adriano; Rocha, Álvaro; Sizo, Amanda. "Virtual teaching and learning environments: Automatic evaluation with symbolic regression". Journal of Intelligent & Fuzzy Systems 31 4 (2016): 2061-2072. http://dx.doi.org/10.3233/jifs-169045, SCImago: Q2 (Computer Science), ISI-JCR, IF= 1.851.
    Published • 10.3233/jifs-169045
  6. Sizo, Amanda. "Arquitetura em Camadas: Reutilização e Adaptação de Componentes de Software no Desenvolvimento de um Sistema para Gerenciar Ativos de Rede". Perspectiva Amazônica (2013):
    Published
  7. Sizo, Amanda; Lino, Adriano; Favero, Eloi. "Uma proposta de Arquitetura de Software para Construção e Integração de Ambientes Virtuais de Aprendizagem". RISTI - Revista Ibérica de Sistemas e Tecnologias de Informação 6 (2010): 17-30. SCImago: Q4 (Computer Science), ISI-JCR).
    Published
Activities

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2012/05/16 - 2012/05/18 Coordination of the 1st FIT Technological Week - Coordenação da I semana Tecnológica da FIT (2012/05/16 - 2012/05/18)
Conference (Co-organisor)
 Faculdade Integrada do Tapajós, Brazil

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2018/05/15 - 2018/05/17 Participation in peer review training school. - Participação em escola de treinamento sobre revisão em pares.
Workshop
 Training school on Peer Review
University of Split of School of Medicine, Croatia

Committee member

Activity description
Role 		Institution / Organization
2019/06/19 - 2019/06/22 Local Organizing Committee - Comissão Organizadora Local
Member
 CISTI'2019 - 14ª Conferência Ibérica de Sistemas e Tecnologias de Informação, Portugal
Distinctions

Award

2012 Second Best Scientific Article Award - Segundo Melhor Artigo Científico
Simpósio de Informática e geotecnologias de Santarém, Brazil
2009 Second Best Technical Article Award - Segundo Melhor Artigo Técnico
SBC - Congresso da Sociedade Brasileira de Computação, Brazil
2004 Best technical article award - Melhor artigo técnico
XVIII Semana Paraense de Informática e Telecomunicações, Brazil

Title

2009 Certified Scrum Master - Ceritificada Scrum Master
Scrum Alliance, Brazil
2009 Official MPS.Br Implementer - Implementadora Oficial MPS.Br
SOFTEX - SOCIEDADE BRASILEIRA PARA PROMOÇÃO DA EXPORTAÇÃO DE SOFTWARE, Brazil