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XV Seminar on Ontology Research in Brazil and VI Doctoral and Masters Consortium on Ontologies (WTDO 2022) Brazil, November 22-25, 2022 Proceedings ©️ 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR Workshop Proceedings (CEUR-WS.org) Organization: Copyright 2022 for the individual papers by the papers' authors. Copyright 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0). Program Chairs’ addresses: José M Parente de Oliveira – parente@ita.br Aeronautics Institute of Technology (ITA) Computer Science Department CEP 12228-900, São José dos Campos/SP, Brazil Daniela Schmidt - daniela.s.schmidt@gmail.com Federal University of Rio Grande do Sul (UFRGS) Insitute of Informatics ©️ 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR Workshop Proceedings (CEUR-WS.org) CEP 91501 – 970, Porto Alegre/RS, Brazil WTDO Chairs’ addresses: Luan Fonseca Garcia – lfgarcia@inf.ufrgs.br Federal University of Rio Grande do Sul (UFRGS) Institute of Informatics CEP 91501-970, Porto Alegre/RS, Brazil Eduardo Ribeiro Felipe – eduardo.felipe@unifei.edu.br Federal University of Itajubá (UNIFEI) Institute of Technological Sciences CEP 35903-087, Itabira/MG, Brazi ©️ 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR Workshop Proceedings (CEUR-WS.org) Preface Ontology is a cross-disciplinary field concerning the study of concepts and theories that support the building of shared conceptualizations of specific domains. In recent years, there has been a growing interest in the application of ontologies to solve modeling and classification problems in diverse areas such as Computer Science, Information Science, Philosophy, Artificial Intelligence, Linguistics, Knowledge Management, and many others. The Seminar on Ontology Research in Brazil, ONTOBRAS, provided an opportunity and a scientific environment in which researchers and practitioners from Information Sciences and Computer Science discussed the theories, methodologies, languages, tools, and experiences related to ontology development and application. Researchers and practitioners were invited to submit theoretical, technical and practical research contributions that directly or indirectly address the issues above. The call for papers was open for submissions in Portuguese, English or Spanish into two tracks: a main track and a Doctoral and Masters Consortium on Ontologies (WTDO). All submissions were reviewed by our program committee, which is composed of national and international experts in the field. In the main track, 9 papers were accepted as full papers (well-evaluated papers describing research with clear demonstrated results), and 6 short papers (well-evaluated papers describing ongoing work) for oral presentation. In WTDO, 5 submissions (4 at DSc level, 1 at MSc level) were selected for oral presentation at the workshop. We thank the organizing committee for their commitment to the success of the event, the authors for their submissions, the program committee, and all the other committees for their hard work. December 2022 José M Parente de Oliveira Daniela Schmidt Luan Fonseca Garcia Eduardo Ribeiro Felipe ©️ 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR Workshop Proceedings (CEUR-WS.org) ONTOBRAS 2022 General Chairs Tiago Prince Sales - University of Twente, The Netherlands Fernanda Farinelli – University of Brasília, Brazil ONTOBRAS Program Committee Chairs José M Parente de Oliveira – Aeronautics Institute of Technology, Brazil Daniela Schmidt - Federal University of Rio Grande do Sul, Brazil WTDO Program Committee Chairs Luan Garcia - Federal University of Rio Grande do Sul, Brazil Eduardo Ribeiro Felipe - Federal University of Itajubá, Brazil Publicity Chairs Claudenir M. Fonseca - University of Twente, The Netherlands Amanda Damaceno de Souza – FUMEC University, Brazil Program Committee (Main track) Alexandre Rademaker IBM Research and Getúlio Vargas Foundation Ana Ozaki University of Bergen Claudenir Fonseca University of Twuente, The Netherlands Cláudio Gottschalg-Duque University of Brasília, Brazil Clever Farias University of São Paulo, Brazil Cristine Griffo Free University of Bozen-Bolzano, Italy Daniela Lucas Da Silva Federal University of Espírito Santo, Brazil Daniela Schmidt Federal University of Rio Grande do Sul, Brazil Eduardo Felipe Federal University of Itajubá, Brazil ©️ 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR Workshop Proceedings (CEUR-WS.org) Fabrício Mendonça Federal University of Juiz de Fora, Brazil Fernanda Baião Pontifical Catholic University of Rio de Janeiro, Brazil Fernanda Farinelli University of Brasília, Brazil Fernando Cruz University of Brasília, Brazil Ferrucio Rosa CTI Renato Archer and UNIFACCAMP Flavio S Correa Da Silva University of São Paulo, Brazil Fred Freitas Federal University of Pernambuco, Brazil Giancarlo Guizzardi Free University of Bozen-Bolzano, Italy Joel Luis Carbonera Federal University of Rio Grande do Sul, Brazil Jose M Parente De Oliveira Aeronautics Institute of Technology, Brazil Lais Salvador Federal University of Bahia, Brazil Luan Garcia Federal University of Rio Grande do Sul, Brazil Luiz Olavo Bonino Da Silva Santos University of Twente, The Netherlands Ma. Laura Caliusco UTN – Facultad Regional Santa Fe Mara Abel Federal University of Rio Grande do Sul, Brazil Marcello Bax Federal University of Minas Gerais, Brazil Maria Das Graças Da Silva Teixeira Federal University of Espírito Santo, Brazil Mathias Brochhausen University of Arkansas for Medical Sciences, USA Monalessa Barcellos Federal University of Espírito Santo, Brazil Rafael Peñaloza University of Milano-Bicocca, Italy Regina Braga Federal University of Juiz de Fora, Brazil ©️ 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR Workshop Proceedings (CEUR-WS.org) Renata Baracho Federal University of Minas Gerais, Brazil Renata Guizzardi University of Twente, The Netherlands Renata Wassermann University of São Paulo, Brazil Rita GalarragaBerardi Federal Technological University of Paraná, Brazil Sandro Rama Fiorini IBM Research Center, Brazil Silvio Gonnet National University of Technology, Argentina Tiago Prince Sales University of Twente, The Netherlands Vitor E. Silva Souza Federal University of Espírito Santo, Brazil WTDO Program Committee Eduardo Felipe Federal University of Itajubá, Brazil Cassia Trojahn Université de Toulouse II - Le Mirail, França Fernanda Baião Pontifical Catholic University of Rio de Janeiro, Brazil Fred Freitas Federal University of Pernambuco, Brazil Joel Luis Carbonera Federal University of Rio Grande do Sul, Brazil Luan Garcia Federal University of Rio Grande do Sul, Brazil José M. Parente De Oliveira Aeronautics Institute of Technology, Brazil Mara Abel Federal University of Rio Grande do Sul, Brazil Monalessa Barcellos Federal University of Espírito Santo, Brazil Renata Barracho Federal University of Minas Gerais, Brazil Renata Vieira Pontifical Catholic University of Rio Grande do Sul, Brazil ©️ 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR Workshop Proceedings (CEUR-WS.org) Renata Wassermann University of São Paulo, Brazil Rita Galarraga Berardi Federal Technological University of Paraná, Brazil Contents Part I: Full Papers 9 An Application of the Disease Ontology (DO) for Clustering COVID-19 9-22 Hospitalizations in Rio de Janeiro Lucas Maddalena, Fernanda Baião Similaridade Semântica de Nomes de Produtos Alimentícios Utilizando 23-31 Wordnets do Português Leonardo S. G. de Lima, Eduardo C. Gonçalves Uso de Ontologias no Suporte a Aplicação de Machine Learning: Um 32-45 Caso no Domínio de Evasão Escolar Eduardo Moura da Silva, Filipe Wall Mutz, Fabiano Borges Ruy A Multi-level Ontology-based Approach for Descriptors of Catalogued 46-59 Resources Vânia Borges, Natália Queiroz de Oliveira, Maria Luiza Machado Campos Analysis of Observational Variables from an Ontological Patterns 60-72 Perspective Vânia Borges, Natália Queiroz de Oliveira, Maria Luiza Machado Campos Supporting Simulation of Military Communication Systems Using Well- 73-84 Founded Modeling André M. Demori, Julio Cesar Cardoso Tesolin, Maria Cláudia Reis Cavalcanti, David Fernandes Cruz Moura ©️ 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR Workshop Proceedings (CEUR-WS.org) Conceptually Disentangled Classificatory Ontologies 85-93 Mayukh Bagchi, Subhashis Das Tracing Back the Roots of the Concept of Teleology 94-107 Evellin Cardoso OntoImpact*: The Fundamentals of a Collaborative Impact Projection of 108-119 Complex Decision Juliana Baptista dos Santos França, Marcos Roberto da Silva Borges Part II: Short Papers 120 Construção do Grafo de Conhecimento Semântico de Dados Abertos 120-126 de Pessoas Jurídicas Tulio Vidal Rolim, Caio Viktor S. Avila, Narciso M. A. Junior, Jose J. Dutra, Jamires Costa, Roberval G. Mariano, Angelo R. A. Brayner, Vania M. P. Vidal A Review of Ontology-Based Approaches for Sentiment Analysis: 127-136 Possible Improvements on the Brazilian Affective Computing Scenario Erica Carneiro, Gustavo Guedes, Kele Belloze Modelagem conceitual do domínio de caracterização de áreas de risco 137-145 a escorregamentos baseada em ontologia de fundamentação Dean P. Melo, Joel L. Carboneras, Luan F. Garcia, Fabricio H. Rodrigues O problema da queda do paciente hospitalizado: uma ontologia para 146-157 classificação do risco de quedas Nelson J.O. Miranda, Reinaldo P. Peres, Joice Machado, Fabrício A. Gualdani, Allan Ferreira, Leonardo C. Botega, Dilvan A. Moreira Towards a Framework for Continuous Ontology Engineering 158-165 Jordana Sarmenghi Salamon, Monalessa Perini Barcellos IMUNO-ONTO: Um Modelo Ontológico Baseado na UFO para o 166-173 Domínio Imunobiológico Maria Renay Barbosa da Silva, Cleyton Mário de Oliveira Rodrigues, Frederico Luiz Gonçalves de Freitas, Herikles Vinicyus Franca Cordeiro ©️ 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR Workshop Proceedings (CEUR-WS.org) Part III: WTDO (Theses and Dissertations Workshop) 174 III.1 Master's dissertation A Well-founded Domain Ontology for Offshore Petroleum Production 174-179 Plants Nicolau Santos, Fabrício Rodrigues, Daniela Schmidt, Mara Abel III.2 Doctoral thesis Learning Domain Ontologies Based on Deep Learning e Top-level 180-185 Ontologies Alcides Lopes, Joel Carbonera, Mara Abel Uma Abordagem Baseada em Ontologia para Auxiliar a Aplicação de 186-191 Princípios Curriculares Orientados a Competências em Recursos Educacionais Abertos Edeyson Gomes, Laís Salvador Ontologias para Recomendações Rápidas na Avaliação Automática de 192-197 Respostas para Questões Abertas Robson Gonçalves Fechine Feitosa, Guilherme Álvaro Rodrigues Maia Esmeraldo, Gustavo Augusto Lima de Campos Modelagem de Contexto para Lições Aprendidas e o Uso de Ontologia para Registro do Conhecimento Gerado em Projetos 198-203 Cláudia Hofart Guzzo, Carlos Henrique Marcondes ©️ 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR Workshop Proceedings (CEUR-WS.org)