Dr. Mag.

Renato Souza

Telephone
(+43 1) 51581 - 7283

E-Mail
renato.souza(at)oeaw.ac.at

… after graduating and completing his masters on Engineering, developed his doctorate and post doctorate in Information Science and Computer Science, dealing with the topics of Information Retrieval, Natural Language Processing and Knowledge Organization Systems, as thesaurus and ontologies. Has been working in the past ten years with Scientific Programming, Data Science and Machine Learning/Deep Learning, as a professor and researcher in the Applied Mathematics School at FGV and in the Federal University of Minas Gerais. Has been developing projects in the domains of Political Science, Law, Economics, Public Health and Education; integrating information resources in analytical pipelines.

At the ACDH-CH, he will be contributing to the explore.AT! project, exploring the possibilities of Natural Language Processing, Automatic Classification, Text Mining and Machine Learning deliverables. Also will collaborate to the Exploration Space.


Publications

  • Lucas da Silva Lemos, Daniela and Renato Rocha Souza. 2019. Ontologias na representação de documentos: um panorama atual para descrição de conteúdo multimídia em rede / Ontologies in document representation: a current overview for description of network multimedia content. In: Informação & Sociedade: Estudos29, p. 103-134. doi:10.22478/ufpb.1809-4783.2019v29n4.47421.
  • de Magalhães, Lúcia Helena and Renato Rocha Souza. 2019. Sistema de Recuperação da Informação: uma abordagem baseada em ontologias / Information Retrieval System: an ontology-based approach. In: PontodeAcesso (UFBA)13, p. 63-85. doi:10.9771/rpa.v13i2.28452.
  • Senabre Hidalgo, Enric, Eveline Wandl-Vogt, Amelie Dorn, and Renato Rocha Souza. 2019. Mapping uncertainty around research data: a Digital Humanities transdisciplinary perspective adopting the Johari window. In: Conde González, Miguel Ángel, Francisco Jesús Rodríguez Sedano, Camino Fernández Llamas, and Francisco José García-Peñalvo (Eds.),Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality. León, Spain – October 16 - 18, 2019ACM International Conference Proceeding Series,New York: ACM, p. 804-809. doi:10.1145/3362789.3362931.
  • Potyguara Coutinho Marques, Paulo Eduardo, Maria Cristina Soares Guimarães, Renato Rocha Souza, and Janio Gustavo Barbosa. 2019. O que a política científica pode aprender com o diário oficial da união (DOU): um olhar exploratório / What scientific policy can learn from the union's official journal (DOU): an exploratory look. In: P2P & Inovação6, p. 267-284. doi:10.21721/p2p.2019v6n1.p267-284.
  • de Souza, Marcos, Antonio Izo Júnior, and Renato Rocha Souza. 2019. Modelagem de tópicos: Mapeamento científico do GT-8 do ENANCIB / Topic modeling: Scientific mapping of ENANCIB GT-8. In: [Anais.] XX Encontro Nacional de Pesquisa em Ciência da Informação – ENANCIB – 21 a 25 de outubro de 2019 – Florianópolis – SC, p. 21.
  • Lucas da Silva Lemos, Daniela, Asla Medeiros e Sá, and Renato Rocha Souza. 2019. Padrões para documentação de réplicas digitais em 3d: o caso de esculturas modernistas no espaço público do Rio de Janeiro / Standards for documentation of digital replicas in 3D: The case of modernist sculptures in public space of Rio de Janeiro. In: [Anais.] XX Encontro Nacional de Pesquisa em Ciência da Informação – ENANCIB – 21 a 25 de outubro de 2019 – Florianópolis – SC, p. 28.
  • Fernandes Matos, Fernanda, Renato Rocha Souza, and Zilma Silveira Nogueira Reis. 2019. Análise de dados na saúde: exploração de dados para suporte à tomada de decisão clínica / Health data analysis: Data exploration to support clinical decision making. In: [Anais.] XX Encontro Nacional de Pesquisa em Ciência da Informação – ENANCIB – 21 a 25 de outubro de 2019 – Florianópolis – SC, p. 15.
  • Fernandes Matos, Fernanda, Renato Rocha Souza, and Zilma Silveira Nogueira Reis. 2019. Análise de dados de saúde: mineração de texto com a utilização do Orange Canvas para exploração da informação / Health data analysis: Text mining using Orange Canvas for exploitation of information. In: [Anais.] XX Encontro Nacional de Pesquisa em Ciência da Informação – ENANCIB – 21 a 25 de outubro de 2019 – Florianópolis – SC, p. 19.
  • Rocha Souza, Renato, Amelie Dorn, Barbara Piringer, and Eveline Wandl-Vogt. 2019. Towards A Taxonomy of Uncertainties: Analysing Sources of Spatio-Temporal Uncertainty on the Example of Non-Standard German Corpora. In: Informatics6, p. 34:1-34:29. doi:10.3390/informatics6030034.
  • Lucas da Silva Lemos, Daniela and Renato Rocha Souza. 2019. Descrição de recursos multimídia no contexto de patrimônio cultural digital.
  • Rocha Souza, Renato, Amelie Dorn, and Barbara Piringer. 2019. exploreAT! Concepts Processing (Version 1.0).
  • Oliveira Machado, Luís Miguel, Renato Rocha Souza, and Maria da Graça Simões. 2019. Semantic Web or Web of Data? A Diachronic Study (1999 to 2017) of the Publications of Tim Berners-Lee and the World Wide Web Consortium. In: Journal of the Association for Information Science and Technology (JASIST)70, p. 701-714. doi:10.1002/asi.24111.
  • Rocha Souza, Renato. 2019. Data Science, Machine Learning, Knowledge Organization and Digital Humanities: Some Reflections on the Fields of Knowledge. In: Katsirikou, Anthi (Ed.),Book of Abstracts of the 11th Qualitative and Quantitative Methods in Libraries International Conference (European University Institute, Florence, Italy: May 28-31, 2019),ISAST: International Society for the Advancement of Science and Technology, p. 2-3.
  • Rocha Souza, Renato. 2019. Data Science: A New Field and a Curriculum Proposal. In: Katsirikou, Anthi (Ed.),Book of Abstracts of the 11th Qualitative and Quantitative Methods in Libraries International Conference (European University Institute, Florence, Italy: May 28-31, 2019),ISAST: International Society for the Advancement of Science and Technology, p. 51.
  • Rocha Souza, Renato. 2019. Sobre a ética humana e a ética dos algoritmos. In: Reia, Jhessica, Pedro Augusto P. Francisco, Marina Barros, and Eduardo Magrani (Eds.),Horizonte presente, Tecnologia e sociedade em debate,Belo Horizonte: Editora Letramento – Casa do Direito, p. 577-586.
  • Rocha Souza, Renato, Amelie Dorn, and Barbara Piringer. 2019. exploreAT! TEI-XML Natural Language Processing (Version 1.0).
  • Abgaz, Yalemisew, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. Questionnaire API (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. data visualiser (Version [0.1, 0.2, 0.3, 0.4] 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. organism navigator (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. plant word guru / Pflanzennamen Guru (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. word map / wörterkarte (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. questionnaire tree / fragebogenbaum (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. questionnaire pod / fragebogenpod (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. drop-the-word / Wort-drop (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. 1word4pics / 1wort4bilder (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. word map connected / wörterkarte vernetzt (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. concept lights / Konzeptlichter (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. meaning network / bedeutungsnetzwerk (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. organism explorer / Organismen explorer (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. questionnaire guide / fragebogenguide (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Thomas Palfinger, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. Food Pyramid Challenge (Sequence based scheme).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. collection explorer / Sammlungserkunder (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. plant word guru II / Pflanzennamen Guru II (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. questionnaire explorer / fragebogenerkunder (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. collection explorer api (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. 2019. Concept-Topography / Konzepttopographie (Version 1.0).
  • Benito Santos, Alejandro, Roberto Therón Sánchez, Antonio Losada, Alejandro Rodríguez Díaz, Amelie Dorn, Barbara Piringer, Renato Rocha Souza, and Eveline Wandl-Vogt. search4words / Wörtersuche (Sequence based scheme).

Publications (Before ACDH)

  • LMO Machado, RR Souza, M da Graça Simões. 2018. Semantic Web or Web of Data? A diachronic study (1999 to 2017) of the publications of Tim Berners-Lee. JASIST.
  • L Machado, M Borges, R Souza. 2018. The Evolution of the Concept of Semantic Web in the Context of Wikipedia: An Exploratory Approach to Study the Collective Conceptualization in a Digital Collaborative Environment. Publications 6 (4), 44.
  • RR Souza, FC Coelho, R Shah, M Connelly. 2016. Using Artificial Intelligence to Identify State Secrets. arXiv preprint arXiv:1611.00356.
  • AM Calvão, CA Paixão, FC Coelho, RR Souza. 2015. The consumer litigation industry: Chasing dragon kings in lawyer–client networks. Social Networks 40, 17-24.
  • MB Almeida, RR Souza, RB Porto. 2015. Looking for the Identity of Information Science in the Age of Big Data, Computing Clouds and Social Networks. ISI, 55-65.
  • RR Souza, K Raghavan. 2014. Extraction of keywords from texts: an exploratory study using Noun Phrases. Informação & Tecnologia 1 (1), 5-16.
  • LAL Mesquita, RRS Souza, RMAB Porto. 2014. Noun Phrases in Automatic Indexing: a Structural Analysis of the Distribution of Relevant Terms in Doctoral Theses. 13ª ISKO Conference, Krakov, Poland).
  • FC Coelho, RR Souza, Á Justen, F Amieiro, H Mello. 2013. PyPLN: a distributed platform for natural language processing. arXiv preprint arXiv:1301.7738.
  • EM Silva, RR Souza. 2012. Information retrieval system using Multiwords Expressions (MWE) as descriptors. JISTEM-Journal of Information Systems and Technology Management 9 (2), 213-234.
  • ACS Branco, F Dargam, A Rademaker, R Souza. 2012. Applying Ontology in the Analysis of a DSS Research Collaboration Network. Proceedings of the 25th European Conference on Operational Research, EURO.
  • RR Souza, D Tudhope, MB Almeida. 2012. Towards a taxonomy of KOS: Dimensions for classifying Knowledge Organization Systems. Knowledge organization 39 (3), 179-192.
  • MB Almeida, RR Souza. 2012. Documents in Knowledge Management Support: A Case Study in a Healthcare Organization. New Research on Knowledge Management Applications and Lesson Learned.
  • DL da Silva, RR Souza, MB Almeida. 2012. Ontologies and controlled vocabulary: comparison of building methodologies. Computer Engineering: Concepts, Methodologies, Tools and Applications, 46-60.
  • M Almeida, R Souza, F Fonseca. 2011. Semantics in the Semantic Web: a critical evaluation. Knowledge organization 38 (3), 187-203.
  • RR Souza, D Tudhope, MB Almeida. 2010. The KOS spectra: A tentative typology of knowledge organization systems. Advances in Knowledge Organization 12, 122-128.
  • LC Maia, RR Souza. 2010. Use of noun phrases in automatic classification of electronic documents. Perspectivas em Ciência da Informação 15 (1), 154-172.
  • MB Almeida, RR Souza, KC Coelho. 2010. A proposal for a domain ontology about information security in organization: description of the terminological stage. Informacao & Sociedade-Estudos 20 (1), 155-168.
  • RR Souza, JG Queiroz, H Chipp. 2009. RCD De Alvarenga Neto. Knowledge Management Implementation: a Process Design Proposition at Brazil's ONS (National Operator of the Interconnected Power System). Electronic Journal of Knowledge Management 7 (5).
  • RCD Alvarenga Neto, RR Souza, JTR Neves, RR Barbosa. 2008. Strategic knowledge management: In search of a knowledge-based organizational model Comportamento Organizacional E Gestão 14 (2), 247-256.
  • RR Souza, KS Raghavan. 2006. A methodology for noun phrase-based automatic indexing. Knowledge organization 33 (1), 45.