Jan 12, 2026 · 48 min read

Journals

2026

2025

2024

2023

2022

2021

2020

2019

2018

2016

2015

2014

2013

2012

2011

Books

2023

2022

Book Chapters

2025

2023

2021

2020

2018

  • D’ABREU, J. V. V.; DOS REIS, J. C. 2018. Robótica Pedagógica no NIED: contribuições e perspectivas futuras. Em Tecnologia e Educação: passado, presente e o que está por vir. Organizador(es): José Armando Valente Fernanda Maria Pereira Freire; Flávia Linhalis Arantes – Campinas, SP, Brasil. NIED/UNICAMP. ISBN 978-85-88833-10-4 (In portuguese).

2017

2016

2015

2013

2011

Full Articles in Conference’s Proceedings

2026

  • PERES, S. B. D.; DOS REIS, J. C. 2026. PENS4Kids: A Child-Oriented Scale Instrument for Player Experience of Need Satisfaction. In Proceedings of the 28th International Conference on Human-Computer Interaction (HCII’26). Montreal, Canadá. LNCS. (to be published)

2025

  • GOMES, T.; REGINO, A. G.; CAUS, R.; CHICO, V. J. S.; DOS REIS, J. C. 2025. Multi-Agent LLM Approach for Moderating E-Commerce Customer Service Responses. In Proceedings of the 31º Brazilian Symposium on Multimedia and Web (WebMedia’25). Rio de Janeiro, Brazil.

  • REGINO, A. G.; SHIMIZU, G. Y.; ZAGATTI, F. R.; LOPES, F. L.; BONACIN, R.; DOS REIS, J. C.; CIFERRI, C. D. A. 2025. Suggesting Product Prices in Automotive E-commerce: A Study Assessing Regression Models and Explicability. In Proceedings of the 17th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K). 17th International Conference on Knowledge Discovery and Information Retrieval (KDIR’25). Marbella, Spain.

  • OLIVERA, R. V. C.; SOUZA, A. M.; DOS REIS, J. C. 2025. RFG Framework: Retrieval-Feedback-Grounded Multi-Query Expansion. In Proceedings of the 17th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K). 17th International Conference on Knowledge Discovery and Information Retrieval (KDIR’25). Marbella, Spain.

  • CAUS, R.; CHICO, V. J. S.; DOS REIS, J. C. 2025. Embeddings Might Be All You Need: Domain-Specific Sentence Encoders for Latin American E-Commerce Questions. In Proceedings of the 17th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K). 17th International Conference on Knowledge Discovery and Information Retrieval (KDIR’25). Marbella, Spain.

  • REGINO, A.; ZAGATTI, F. R.; BONACIN, R.; SOTELO, V. J.; HOCHGREB, V.; DOS REIS, J. C. 2025. Leveraging Large Language Models for Semantic Evaluation of RDF Triples. In Proceedings of the 17th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K). 17th International Conference on Knowledge Engineering and Ontology Development (KEOD’25). Marbella, Spain.

  • POLASTRI, P. C.; LINHALIS, F.; DOS REIS, J. C. 2025. Understanding the Use of Generative Artificial Intelligence by Basic Education Teachers in Brazil. In the Proceedings of the XX Conferência Latino-Americana de Tecnologias de Aprendizagem (LACLO’25). Medellín, Colômbia.

  • MAZZEU, G. C.; VIRIATO, P.; SILVA, E.; DOS REIS, J. C. 2025. SocialQuizzles: Gamifying Collaborative Online Quiz Solving. In the Proceedings of the XX Conferência Latino-Americana de Tecnologias de Aprendizagem (LACLO’25). Medellín, Colômbia.

  • SHIMIZU, G.; REGINO, A. G.; LOPES, F.; ZAGATTI, F.; BONACIN, R.; CACEFFO, R.; DOS REIS, J. C. 2025. Digital Technologies, Challenges, and Strategies in Distance Education: A Study with Students from a Brazilian Public University. In the Proceedings of the XX Conferência Latino-Americana de Tecnologias de Aprendizagem (LACLO’25). Medellín, Colômbia.

  • MEDEIROS, D.; LEITE, G.; CHICO, V. J. S.; REGINO, A. G.; ROSA, F. F.; DOS REIS, J. C. 2025. KG-Quizzer: Prompt Refinement via Knowledge Graphs for the Automatic Generation of Questionnaires in Portuguese. In the Proceedings of the 18º Seminário de Pesquisa em Ontologias no Brasil (ONTOBRAS’25). São José dos Campos, Brazil.

  • CHICO, V. J. S.; REGINO, A.; BONACIN, R.; DOS REIS, J. C. 2025. LLM-Based Automatic Generation of Multiple-Choice Questions with Meaningful Distractors. In the Proceedings of the XXXVI Simpósio Brasileiro de Informática na Educação (SBIE’25). Congresso Brasileiro de Informática na Educação (CBIE’25) Curitiba, Brazil.

  • SILVA, E. P.; DOS REIS, J. C. 2025. Designing an LLM-based Multiagent System for Generating Activities and their Rubrics: A Study on Data Mining. In the Proceedings of the XXXVI Simpósio Brasileiro de Informática na Educação (SBIE’25). Congresso Brasileiro de Informática na Educação (CBIE’25) Curitiba, Brazil.

  • LINHALIS, F.; POLASTRI, P. C.; DOS REIS, J. C. 2025. Aprendizagem Criativa como Arcabouço Pedagógico para o Uso da Inteligência Artificial Generativa no Ensino Básico. In the Proceedings of the XXXI Workshop de Informática na Escola (WIE’25) Congresso Brasileiro de Informática na Educação (CBIE’25). Curitiba, Brazil. (In Portuguese)

  • SANTOS, F. A.; VILLAS, L. A.; DOS REIS, J. C. 2025. Memory Approaches for LLM-based Agents: A Comparative Study of In-Context and Episodic Architectures. In the Proceedings of the 1st International Conference on Agentic and Generative Techniques in Intelligent Computational Systems (AGENTICS). Part of the 17th International Joint Conference on Computational Intelligence (IJCCI’25). Marbella, Spain.

  • MOHAMED, A. H.; VILLAS, L. A.; DOS REIS, J. C. 2025. Leveraging LLM Reflection to Improve Small Language Model Agents’ Capabilities. In the Proceedings of the 1st International Conference on Agentic and Generative Techniques in Intelligent Computational Systems (AGENTICS). Part of the 17th International Joint Conference on Computational Intelligence (IJCCI’25). Marbella, Spain.

  • SILVA, E. P.; SANTOS, F. A.; FURTADO, P. H. T.; DOS REIS, J. C. 2025. LLM-Powered Conversational Multi-Agent Cognitive System for Collaborative Task Solving. In the Proceedings of the XIX Workshop-School on Agents, Environments, and Applications (WESAAC). Part of the 35th Brazilian Conference on Intelligent Systems (BRACIS’25). Fortaleza, Brazil.

  • MOHAMED, A. H.; SANTOS, F. A.; VILLAS, L. A.; DOS REIS, J. C. 2025. Enhancing LLM Agent Effectiveness via Reflective Multi-Agent System. In the Proceedings of the XIX Workshop-School on Agents, Environments, and Applications (WESAAC). Part of the 35th Brazilian Conference on Intelligent Systems (BRACIS’25). Fortaleza, Brazil.

  • OLIVERA, R. V. C.; SANTOS, F. A.; SOUZA, A. M.; DOS REIS, J. C. 2025. Aprimorando Geração Aumentada por Recuperação via Ajuste Fino Sequencial de Modelos de Linguagem Pequenos. In the Proceedings of the Brazilian Symposium on Databases (SBBD’25). Fortaleza, Brazil. (In Portuguese)

  • MONAR, J. E. S.; PURIM, A.; ROSSANEZ, A.; DOS REIS, J. C. 2025. FlexBoardChain Framework: Democratizing the Deployment of Blockchain-based Applications. In the Proceedings of the 33rd IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE’25). Catania, Italy. Catania, Italy.

  • TAYPE, G. E. E.; BARANAUSKAS, M. C. C.; DOS REIS, J. C. 2025. Remote Emotional Interactions via AI-enhanced Brain-to-Body Neurophysiological Interface. In the Proceedings of the 27th International Conference on Enterprise Information Systems (ICEIS’25). Porto, Portugal. (to appear).

  • TAYPE, G. E. E.; BARANAUSKAS, M. C. C.; DOS REIS, J. C. 2025. Socioenactive Brain-Body Coupling in a Remote Emotional Contagion Experience. In the Proceedings of the 27th International Conference on Human-Computer Interaction (HCII’25). Gothenburg, Sweden. LNCS.

  • REGINO, A.; DOS REIS, J. C. 2025. Can LLMs be Knowledge Graph Curators for Validating Triple Insertions? In the Proceedings of the Generative AI and Knowledge Graphs (GenAIK) workshop collocated with the 31st International Conference on Computational Linguistics (COLING’25). Abu Dhabi, UAE.

  • KALIDAS, V.; ROSSANEZ, A.; REGINO, A. G., DOS REIS, J. C.; ALSKAIF, T; TORRES, R. S. 2025. ELSA Knowledge Graphs for Animal Treatment Recommendations. In the Proceedings of the 2nd International Workshop on Knowledge Graphs for Responsible AI (KG-STAR) in conjunction with the Extended Semantic Web Conference (ESWC’25). Portoroz, Slovenia.

2024

  • MOHAMED, A. H.; SOUZA, A. M. D. S.; COSTA, J. B. D.; VILLAS, L. A.; DOS REIS, J. C. 2024. Efficient Federated Learning for Heterogeneous Data: A Client Selection and Adaptive Knowledge Distillation Approach. In Proceedings of the 17th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2024). Sharjah, UAE.

  • DOS SANTOS SILVA, F.; KAKIMOTO, G. K.; DOS REIS, J. C.; DA SILVA REIS, M. 2024. ERASMO: Leveraging Large Language Models for Enhanced Clustering Segmentation. In Proceedings of the 34th Brazilian Conference on Intelligent Systems (BRACIS’24). Belém do Pará, Brazil.

  • KAKIMOTO, G. K.; HADDADI, S. J.; ARAUJO, P. A. M.; DOS SANTOS SILVA, F.; DOS REIS, J. C.; DA SILVA REIS, M. 2024. B2T: A Dataset of Tweets in Portuguese Language About Brazilian Banks. In Proceedings of the Brazilian Symposium on Databases (SBBD’24). Dataset Showcase Workshop. Florianopolis, Brazil.

  • FILHO, W. F. S.; HADDADI, S. J.; DOS REIS, J. C. 2024. MAEVE: A Dataset Generator Framework for Predicting Customer Behavior in Digital Marketing. In Proceedings of the 16th International Conference on Knowledge Discovery and Information Retrieval (KDIR’24). Porto, Portugal.

  • BAUMANN, O.; NANDINI, D.; ROSSANEZ, A.; SCHOENFELD, M.; DOS REIS, J. C. 2024. How to Surprisingly Consider Recommendations? A Knowledge-Graph-based Approach Relying on Complex Network Metrics. In Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KEOD’24). Porto, Portugal.

  • CHICO, V. J. S.; DOS REIS, J. C. 2024. Learning Knowledge Representation by Aligning Text and Triples via Finetuned Pretrained Language Models. In Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KEOD’24). Porto, Portugal.

  • RIBEIRO, C. R.; DOS REIS, J. C.; BONACIN, R. 2024. Uma Abordagem para o uso de Chats Inteligentes e Design Instrucional como Apoio à Aprendizagem de Programação. In Proceedings of the XXXV Simpósio Brasileiro de Informática na Educação (SBIE’24). Rio de Janeiro, Brazil. (In Portuguese)

  • REGINO, A.; HOCHGREB, V.; DOS REIS, J. C. 2024. Humanizing Answers for Compatibility Questions in E-commerce using Large Language Models. In Proceedings of the Brazilian Symposium on Databases (SBBD’24). Florianopolis, Brazil.

  • VIRGINIO, L.; DOS REIS, J. C. 2024. Application of a Health Information Technology Safety Maturity Model in Brazilian Hospitals. In Proceedings of the XX Congresso Brasileiro de Informática em Saúde (CBIS’24). Belo Horizonte, Brazil.

  • ARAUJO, P. A. M.; HADDADI, S. J.; SANTOS, F.; DA SILVA REIS, M; DOS REIS, J. C. 2024. Topic Modeling Influence in Sentiment Analysis from User-generated Product Reviews. In Proceedings of the 32nd International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE’24). Reggio Emilia, Italy.

  • SANTOS, F.; DOS REIS, J. C.; DA SILVA REIS, M. 2024. SERIEMA: A Framework to Enhance Clustering Stability, Compactness, and Separation by Fusing Multimodal Data. In Proceedings of the 29th International Conference on Natural Language & Information Systems (NLDB’24). Turin, Italy. [Best Paper Contender]

  • CHICO, V. J. S.; TESSLER, J.; BONACIN, R.; DOS REIS, J. C. 2024. BEQuizzer: AI-based Quiz Automatic Generation in the Portuguese Language. In Proceedings of the 29th International Conference on Natural Language & Information Systems (NLDB’24). Turin, Italy.

  • MOHAMED, A. H.; SOUZA, A. M. D. S.; COSTA, J. B. D.; VILLAS, L. A.; DOS REIS, J. C. 2024. Combining Client Selection Strategy with Knowledge Distillation for Federated Learning in Non-IID Data. In Proceedings of the 29th IEEE Symposium on Computers and Communications (ISCC’24). Paris, France.

  • MOHAMED, A. H.; SOUZA, A. M. D. S.; COSTA, J. B. D.; VILLAS, L. A.; DOS REIS, J. C. 2024. FedSeleKDistill: Empoderando a Escolha de Clientes com a Destilacão do Conhecimento para Aprendizado Federado em Dados Não-IID. In 42º Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos – VIII Workshop de Computação Urbana (CoUrb), Niteroi, RJ, Brazil (In Portuguese) [Best Paper Award]

  • REGINO, A.; DOS REIS, J. C. 2024. Generating E-commerce Related Knowledge Graph from Text: Open Challenges and Early Results using LLMs. In Proceedings of the 3rd International Workshop on Knowledge Graph Generation from Text (TEXT2KG’24) co-located at the Extended Semantic Web Conference (ESWC).

  • QUEIROZ, M. J. N; DUARTE, E. F.; DOS REIS, J. C. 2024. Imagination in Enactive Interactions with Aquarela Virtual: Case Study in a Remote Socioenactive Setting. In Proceedings of the 26th International Conference on Human-Computer Interaction (HCII’24). Pp. 259–274. Washington, USA. LNCS.

2023

2022

2021

2020

2019

2018

2017

2016

2015

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2012

2011

2010 and before

Short Articles in Conference’s Proceedings

2025

2024

2022

2021

  • VIRGINIO, L.; DOS REIS. 2021. A Maturity Model for Health Information Technology Safety. XVIII Brazilian Congress in Health Informatics (CBSI’21).

  • REGINO, A. G.; MONTEIRO, E. J. P.; SANTOS, A. C.; DOS REIS, J. C. 2021. UpLOD: A Tool for Inconsistent Links Repairment in the LOD. In Proceedings of the 7th Workshop on Managing the Evolution and Preservation of the Data Web (MEPDaW’21) co-located with the 20th International Semantic Web Conference (ISWC 2021), pp. 37-41. Virtual event.

2020

2018

2017

  • HAYASHI, E.C.S.; DOS REIS, J. C.; GONCALVES, F. M.; DUARTE, E. F.; PRADO, A.; DA SILVA, J. V.; BARANAUSKAS, M.C.C. 2017. InterHAD: Interacão Humano Artefato Digital. In Proceedings of the XVI Brazilian Symposium on Human Factors in Computing Systems (IHC’17). Joinville – Santa Catarina, Brazil. pp 36-38 (In Portuguese)

2016

2015

2014

2013

2012

2011

2010

Theses

2014

2011

Patents and Software

2025

  • REGINO, A. G.; DOS REIS, J. C. 2025. QART - From Question and Answers to RDF Triples. Computer program registration: BR512025003531-4. The National Institute of Industrial Property (INPI). Brazil.

2022

  • REGINO, A. G.; DOS SANTOS, A. C.; MONTEIRO, E. J. P. M; UEMA, V. K.; DOS REIS, J. C. 2022. LODMF – Linked Open Data Maintenance Framework. Computer program registration: BR512022001925-6. The National Institute of Industrial Property (INPI). Brazil.

2020

  • DOS REIS, J. C.; TOSI, M. D. L. 2020. SciKGraph. Computer program registration: BR512020001417-8. The National Institute of Industrial Property (INPI). Brazil.

2019

  • DOS REIS, J. C.; D’ ABREU, J. V.; BERNARDI, N.; PICCOLOTTO, B. P; DA ROCHA, D. F.; ALMEIDA, C. P.; BRITO, L. M. S.; PESSOA, J. V. T.; DA SILVA, O. M.; WATAYA, R. S. 2019. SmartMTS. Computer program registration: BR512019002305-6. The National Institute of Industrial Property (INPI). Brazil.

2018

  • DOS REIS, J. C.; PRUSKI, C.; DA SILVEIRA, M.; DINH, D. 2018. Method for Efficient Mapping Updates Between Dynamic Knowledge Organization Systems. World Intellectual Property Organization. Patent number publication WO2018/033286 A1. Application number: PCT/EP2017/066010.

2017

  • ARAUJO, R. J.; DOS REIS, J. C.; BONACIN, R. 2017. SAAIUD: Sistema de Adaptação Automática de Interfaces para Usuários Daltônicos. Computer program registration: BR512017001104-4. The National Institute of Industrial Property (INPI). Brazil