Jan 12, 2026 · 10 min read

Current Students

Postdoctoral researchers

  • Eryck Pedro da Silva. Arquitetura multiagentes com base em LLMs para auxiliar tomadas de decisão. Start: 01/12/2024.

Ph.D. Candidates

  • Fillipe dos Santos Silva. From Stable Clusters to Personalized Recommendations: Integrating Structured and Textual Data. IC/UNICAMP (H.IAAC – Industry Research Scholarship). Supervision with Prof. Marcelo da Silva Reis.

  • Victor Jesus Sotelo Chico. Multimodal knowledge representation combining text and triple encoding for question-answering systems. IC/UNICAMP (Capes scholarship – GoBots industry research partnership).

  • Paula Jeniffer dos Santos Viriato. Personalization of Automated Generation of Educational Tasks Based on Learning Analytics. IC/UNICAMP.

M.Sc. Candidates

  • Sandyara Beatriz Doro Peres. VeeMo: A Universal Exergame for Kindergarten. IC/ UNICAMP.

  • Maria Clara Castro Higino de Sousa. Exploring Artificial Intelligence techniques in selection study groups and data collection in research clinics. IC/UNICAMP.

  • Rodrigo Oliveira Caus. Combining Frequently Asked Questions and Generative Models for Question Answering in e-Commerce. IC/UNICAMP (GoBots Industry Research Partnership).

  • Júlia Ferreira Tessler. Learning by teaching via LLM-Based Agents. IC/UNICAMP.

  • Ana Consuelo Portilho Paixão. Generative AI-based Feedback Assistant for Question Answering. IC/UNICAMP

  • Ronaldinho Vega Centeno Olivera. IC/UNICAMP. Adaptando Modelos de Linguagem para RAG. (Petrobras Industry Research Partnership)

  • Felipe Duarte Dominges. Compact LLMs for Portuguese Multiple Choice Questionnaire Generation: Accessible AI in Education. IC/UNICAMP

  • Alejandro Núñez Arroyo. Systematic evaluation framework for LLM-based multi-agent systems. IC/UNICAMP. (Petrobras Industry Research Partnership)

Undergraduate Students

  • Gabriel Lopes de Barros. 2025. Memory-based planning in cognitive multi-agent systems based on LLMs. (Petrobras Industry Research Partnership)

  • Guilherme de Godoi Monteiro. 2025. Paradigmas conversacionais e suas implicações no mecanismo de planejamento em sistemas multiagentes baseados em LLMs. (Petrobras Industry Research Partnership)

  • Lucas Bellusci D’Andréa. 2025. Data processing and integration for autonomous campaign management in marketplaces based on AI agents. (GoBots Industry Research Partnership)

  • Tiago Perrupato Antunes. 2025. AI Agents for Autonomous Management of Advertising Campaigns in Marketplaces. (GoBots Industry Research Partnership)

Alumni

Postdoctoral researchers

  • Rafael Roque de Souza. Framework for task-oriented chatbot development. IC/UNICAMP. (CI&T – Industry Research Scholarship) 01/02/2022 until 28/02/2023.

Doctorates

  • Sheila Venero. Conceptual Modeling and Automated Planning for Knowledge-Intensive Processes under Uncertainty. IC/UNICAMP. (CNPq scholarship). Supervision with Prof. Cecília Mary Fischer Rubira and Prof. Leonardo Montecchi. Ph.D. thesis. Defense: 14/11/2025.

  • Geovanna Evelyn Espinoza Taype. A Socioenactive System Empowered by AI Studied through Emotional Contagion Phenomenon. IC/UNICAMP (FAPESP scholarship). Supervision with Prof. Maria Cecília Calani Baranauskas. Ph.D. thesis. Defense: 22/08/2025.

  • André Gomes Regino. Enhancing Knowledge Graphs with Large Language Models: Contributions to E-commerce Question Answering Systems. IC/UNICAMP (CNPq scholarship – GoBots industry research partnership). Ph.D. thesis. Defense: 25/04/2025.

  • Luiz Aparecido Virginio Junior. Addressing Patient Safety in Healthcare: The Heath Information Technology Safety Maturity Model. Ph.D. thesis. Defense: 27/05/2024. IC/UNICAMP (CNPq scholarship).

  • Anderson Rossanez. Entity Evolution in Temporal Knowledge Graphs. Ph.D. thesis. Defense: 24/05/2024. IC/UNICAMP. Supervised in conjunction with Prof. Ricardo da Silva Torres.

  • Eliane Zambon Victorelli Dias. Design and Evaluation of the user experience in Human-Data Interaction: An approach combining guidelines and participatory design. Ph.D. thesis. Defense: 16/03/2021. IC/UNICAMP.

  • Juliana Medeiros Destro. Cross-Language Ontology Matching. Ph.D. thesis. Defense: 10/07/2019. IC/UNICAMP. Supervised in conjunction with Prof. Ricardo da Silva Torres and Prof. Ivan Ricarte.

Masters

  • Sadeeq Olalekan Bello. Cognitive Architecture-Driven Ensemble Learning for Real-Time Churn Prediction. IC/UNICAMP (H.IAAC – industry research scholarship). M.Sc. thesis. Defense: 19/12/2024. Supervision with Prof. Marcelo da Silva Reis.

  • William Ferreira da Silva Filho. MAEVE: A Dataset Generator Framework for Predicting Customer Behavior in Digital Marketing. IC/ UNICAMP (H.IAAC – industry research). M.Sc. thesis. Defense: 26/11/2024.

  • Maria Jêsca Nobre De Queiroz. Imaginaction: Uma Perspectiva Socioenativa da Imaginação em Sistemas Interativos. IC/UNICAMP. (Capes scholarship). M.Sc. thesis. Defense: 25/11/2024. Supervision with Prof. Emanuel Felipe Duarte

  • Patrick Anderson Matias de Araújo. Topic Modeling Influence on Sentiment Analysis from User-Generated Product Reviews. IC/UNICAMP (H.IAAC – industry research scholarship). M.Sc. thesis. Defense: 14/11/2024. Supervision with Prof. Marcelo da Silva Reis.

  • Aissa Hadj Mohamed. Efficient Communication in Federated Learning. IC/UNICAMP (Capes scholarship). M.Sc. thesis. Defense: 15/10/2024. Supervision with Prof. Leandro Aparecido Villas

  • Jesamin Melissa Zevallos Quispe. UpKG: A Framework to Insert New Domains in Knowledge Graphs. M.Sc. thesis. Defense: 29/12/2023. IC/UNICAMP. (Capes scholarship).

  • Jader Martins Camboim de Sá. Curricular Transfer Learning for Complex Grammar Acquisition in Language Models. M.Sc. thesis. Defense: 20/12/2022. IC/UNICAMP. Supervision with Prof. Leandro Aparecido Villas (CI&T – industry research scholarship)

  • Gustavo Caetano Borges. Scientific Semantic Metasearch: A platform to scientific data recovery. M.Sc. thesis. Defense: 07/12/2022. IC/UNICAMP. Supervision with Prof. Claudia Bauzer Medeiros

  • Paula Jeniffer dos Santos Viriato. Humanization Evaluation in Chatbots. M.Sc. thesis. Defense: 30/09/2022. IC/UNICAMP. Supervision with Prof. Leandro Aparecido Villas (CI&T – industry research scholarship)

  • Victor Jesus Sotelo Chico. Controlled natural language sentence generation in Portuguese language relying on transformer-based learning architectures: Results for the E-commerce domain. M.Sc. thesis. Defense: 29/03/2022. IC/UNICAMP. (Capes scholarship).

  • Enio de Jesus Pontes Monteiro. Assisted Adaptation of Semantic Annotations on RDF datasets. M.Sc. thesis. Defense: 13/12/2021. IC/UNICAMP (FAPESP scholarship).

  • Marcos Vinícius Macêdo Borges. Semantic-enhanced recommendation of video lectures relying on ontology-based annotations. M.Sc. thesis. Defense: 10/03/2021. IC/UNICAMP (FAPESP scholarship).

  • André Gomes Regino. Link Maintenance in the Semantic Web. M.Sc. thesis. Defense: 09/03/2021. IC/UNICAMP (FAPESP scholarship).

  • Jeanfranco David Farfan Escobedo. Context-based intention classification in natural language dialog flow processing. M.Sc. thesis. Defense: 02/03/2021. IC/UNICAMP (Wavy – industry research scholarship).

  • Andressa Cristina dos Santos. Guidelines for the evaluation of systems in Socioenactive Scenarios. M.Sc. thesis. Defense: 05/08/2020. IC/UNICAMP, Brazil (CAPES scholarship).

  • Mauro Dalle Lucca Tosi. Constructing Knowledge Graphs from Textual Documents for Scientific Literature Analysis. M.Sc. thesis. Defense: 09/03/2020. IC/UNICAMP, Brazil (CAPES scholarship).

  • Ricardo José de Araújo. Ontology-based User Interface Adaptation for Colorblind People. M.Sc. thesis. Defense: 17/02/2017. FACCAMP, Brazil. Supervision with Prof. Rodrigo Bonacin.

  • Edemar Mendes Perciani. Exploring Intentions in Information Retrieval of Electronic Health Records. M.Sc. thesis. Defense: 02/12/2016. FACCAMP, Brazil. Supervision with Prof. Rodrigo Bonacin.

  • Fagner Leal Pantoja. Generating Knowledge Networks from Phenotypic Descriptions. M.Sc. thesis. Defense: 05/08/2016. IC/UNICAMP, Brazil. Supervision with Prof. André Santanchè.

  • Fabrício Matheus Gonçalves. Interaction Design of Computational Systems to Support Active Learning. M.Sc. thesis. Defense: 04/02/2016. IC/UNICAMP, Brazil. Collaboration in the supervision with Prof. M. Cecília C. Baranauskas.

  • Cristiane Josely Jensen. Interaction Design of Mechanisms to Support Users Expressing Intentions in Collaborative Systems. M.Sc. thesis. Defense: 04/11/2015. FACCAMP, Brazil. Supervision with Prof. Rodrigo Bonacin.

Undergraduate Students – Bachelor Final Projects

  • Bruno Amaral Teixeira de Freitas. 2025. Strive: Orquestração de cobranças coletivas via pagamentos instantâneos. Bachelor Final Project. IC-PFG-25-49. IC/UNICAMP

  • Tiago Feliciano Gomes. 2025. Moderando Conteúdo Textual via Sistema Multiagentes com Modelos de Linguagem. Bachelor Final Project. IC-PFG-25-03. IC/UNICAMP

  • Henrique Minetto Duarte Oliveira, Gabriel Dias de Oliveira. 2025. Design e Desenvolvimento de um Sistema de Apoio à Aprendizagem integrado com IA Generativa. Bachelor Final Project. IC-PFG-25-02. IC/UNICAMP

  • Mauricio Lorenzetti Bezerra. 2023. Monitoramento cardíaco não-invasivo aplicado à predição de estados afetivos. Bachelor Final Project. IC-PFG-23-56. IC/UNICAMP

  • Andreis G. M. Purim. 2023. Active Learning for Natural Language Data Annotation. Bachelor Final Project. IC-PFG-23-55. IC/UNICAMP

  • Enrico Delbuono. 2023. Transcrição Automática de Vídeos para Textos em Linguagem Natural. Bachelor Final Project. IC-PFG-23-54. IC/UNICAMP

  • Arthur Cemin Baia. 2023. Treinamento de Modelos Generativos Multilíngues: Aplicação em Sistemas de Perguntas e Respostas. Bachelor Final Project. IC-PFG-23-53. IC/UNICAMP

  • Gabriely da Cruz Camilo. 2023. Design de uma Plataforma de Autoestudo. Bachelor Final Project. IMEEC/UNICAMP

  • Thiago Pinheiro. 2023. Geração de triplas RDF com base em Textos Clínicos. Bachelor Final Project. IC-PFG-23-03. IC/UNICAMP

  • Renan H. Bastos. 2023. Geração Automática de alternativas em Linguagem Natural para Questões. Bachelor Final Project. IC-PFG-23-05. IC/UNICAMP

  • Gabriel de F. Garcia. 2023. Design de uma Aplicação Interativa para Captura de Informação Clínica. Bachelor Final Project. IC-PFG-23-04. IC/UNICAMP

  • Caio Henrique Pardal Dos Santos. 2022. Concepção e implementação de um wizard para análise de grafos de conhecimentos temporais. Bachelor Final Project. IC-PFG-22-22. IC/UNICAMP

  • Paulo A. Martins Januário. 2022. Predição do estado afetivo de usuários a partir da análise de dados fisiológicos. Bachelor Final Project. IC-PFG-22-21. IC/UNICAMP

  • Luma Oliveira Lombello. 2022. Experiência multi-sensorial na captura de estados afetivos: Uma oficina para estudo do fenômeno. Bachelor Final Project. IC-PFG-22-20. IC/UNICAMP

  • Danilo Miranda Gusicuma and Lucas Roberto de Souza. 2021. Avaliação na Plataforma OpenDesign. Bachelor Final Project. IC-PFG-21-35. IC/UNICAMP

  • Eduardo Moreira Freitas de Souza. 2021. Visualização Interativa da Evolução de Grafos de Conhecimento. Bachelor Final Project. IC-PFG-21-34. IC/UNICAMP

  • Rodrigo Oliveira Caus. 2021. Investigando Similaridade para Diferenciar Instâncias de Conceitos em Grafos de Conhecimento. Bachelor Final Project. FEEC/UNICAMP

  • Luiz Eduardo Araujo Zucchi. 2021. Sistema automatizado de questão e respostas em e-commerce baseado em similaridade de sentenças multilíngues. Bachelor Final Project. IC-PFG-21-14. IC/UNICAMP

  • Mateus Joaquim. 2021. Aprimorando a Experiência do Consumidor na Devolução de produtos no E-commerce. Bachelor Final Project. IC-PFG-21-13. IC/UNICAMP

  • Victor Eiti Yamamoto. 2020. Link Visualization and Evaluation in LOD. Bachelor Final Project. IC-PFG-20-25. IC/UNICAMP

  • Diogo Teles Sant’Anna. 2020. Modelagem em ontologias de relações de compatibilidade entre produtos em E-commerce. Bachelor Final Project. IC-PFG-20-24. IC/UNICAMP (In Portuguese)

  • Victor Eiti Yamamoto. 2020. Alignment of Knowledge Graphs based on Learning to Rank techniques. Bachelor Final Project. IC-PFG-20-03. IC/UNICAMP

  • Leandro Augusto Fernandes de Magalhães. 2019. Participatory Design in the OpenDesign Platform. Bachelor Final Project. IC-PFG-19-35. IC/UNICAMP (In Portuguese)

  • Mateus de Carvalho Coelho. 2019. Learning to build sparql queries from natural language questions. Bachelor Final Project. IC-PFG-19-33. IC/UNICAMP

  • Thiago Silva de Farias and Henrique Noronha Facioli. 2019. Integrating Scholarly Data with Knowledge Graphs. Bachelor Final Project. IC-PFG-19-34. IC/UNICAMP

  • Carlos Robson Alves de Oliveira. 2019. Participatory Design of a Recycling Cooperative Management System. Bachelor Final Project. IC-PFG-19-32. IC/UNICAMP (In Portuguese)

  • Túlio Brandão Soares Martins. 2019. Addressing Inconsistencies in the DBPedia Evolution. Bachelor Final Project. IC-PFG-19-36. IC/UNICAMP

  • Pedro Stringhini. 2019. Spatio-temporal question answering based on RDF knowledge bases. Bachelor Final Project. IC-PFG-19-08. IC/UNICAMP

  • Guilherme Pereira Gribeler. 2018. Semantic Metadata Extraction from Subtitles of Video Lectures. Bachelor Final Project. IC-PFG-18-25. IC/UNICAMP

Scientific Initiation Students

  • Gabriel Castilho Mazzeu. 2025. Designing Gamificação visando Engajamento em ambiente de Aprendizagem Digital. (PIBIC scholarship)

  • Victor Honório Pereira da Silva. 2025. Um assistente conversacional em ambiente de aprendizagem digital. (PIBIC scholarship)

  • Lucca De Souza Amodio. 2025. Geração automática de diferentes tipos de questões de múltipla escolha com níveis de dificuldade. (PIBIC scholarship)

  • Hayla Pereira Belozi Vasconcellos. 2025. Design e desenvolvimento de um sistema gerador automático de flashcards. (PIBIC scholarship)

  • Isaac Werner Sales Fritsch. 2024. Plataforma Web de apoio à aprendizagem via geração de Questões e Respostas por usuários. (PIBIC scholarship - Initiation in Technological Development and Innovation)

  • Ariadne Cenko Bigheti. 2023. Geração de triplas RDF a partir de fonte de dados Semi estruturados. (GoBots – industry research scholarship).

  • Arthur Baia. 2023. Refinamento de Modelos de Linguagem para Sistemas de Respostas Automatizadas. (GoBots – industry research scholarship)

  • Henrique Theodor Schutz Foerste. 2022. Anotação de Entidades em Diálogos Textuais Na Língua Portuguesa. (Ci&T – industry research scholarship)

  • Andreis Purim. 2022. Assis: Uma ferramenta de anotação de diálogos em linguagem natural. (Ci&T – industry research scholarship)

  • Valclayton Gois Duarte. 2022. Modelos para a geração automatizada de sentenças sintéticas na Língua Portuguesa. (GoBots – industry research scholarship)

  • Arathi Zanvettor Guedes. 2022. Mineração de dados para automatização de ordens no mercado financeiro futuro. (PIBIC scholarship)

  • Luiz Eduardo Araujo Zucchi. 2020. DeepFAQ - Automated Question-Answering System based on Question Similarity. (GoBots – industry research scholarship)

  • Diogo Teles Sant’Anna. 2020. Domain modeling for semantic interpretation of unstructured texts. (GoBots – industry research scholarship)

  • Daniel Pereira Ferragut. 2020. Automated generation of rules from the processing of textual questions and answers. (GoBots – industry research scholarship)

  • Rodrigo Oliveira Caus. 2020. Consistency in knowledge graphs created from unstructured texts. (GoBots – industry research scholarship)

  • Lucas dos Santos Ramos. 2020. Semantic analysis of unstructured texts in intelligent customer service systems. (GoBots – industry research scholarship)

  • Mariana Teixeira Bisca. 2019. Updating RDF-based semantic annotations. (PRP-UNICAMP scholarship).

  • Julio Kiyoshi Rodrigues Matsoui. 2019. Evolution Impact of Linked Open Data. (FAPESP scholarship).

  • Túlio Brandão Soares Martins. 2019. Consistency Check on the DBPedia Evolution. (FAPESP scholarship).

  • Luma Oliveira Lombello. 2019. Heterogeneous Ontology Networks. (FAPESP scholarship).

  • Felipe Correia Labbate. 2019. Semantic Beacons. (CNPq scholarship)

  • Victor Yamamoto. 2019. Ontology Evolution driven Mapping Refinement. (SAE-UNICAMP scholarship)

  • Gabriel Oliveira dos Santos. 2019. Identification of Cross-lingual Ontology Mappings. (FAPESP scholarship).

  • Giovanna Batalha. 2019. Management of Semantic Markups in Web Pages.

  • Pedro Alan Tapia Ramos. 2018. Interaction Design of Oil Reserves Management Software. (CEPETRO–UNICAMP scholarship)

  • Gabriel Volpato Giliotti. 2018. Semantic refinement of ontology alignments. (SAE-UNICAMP scholarship)