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)