The INtelligent Data Engineering Lab is part of the Informatics Institute of the University of Amsterdam. It investigates intelligent systems that support people in their work with data and information from diverse sources. This includes addressing problems related to the preparation, management, integration and reuse of data.
We perform both applied and fundamental research informed by empirical insights into data science practice. Recent topics of interest include: data management for machine learning, data search, data provenance, information integration, automated knowledge base / knowledge graph construction, and data semantics.
news
| Mar 16, 2026 | Paul is attending the Alliance for Data Science & AI 2026 Leadership Summit. |
| Mar 16, 2026 | We’re pleased to welcome Dr. David Campos to the lab as a postdoc working on the UNIFIED project. |
| Mar 15, 2026 | New paper out in TMLR on Explaining Graph Neural Networks led by alumni & collaborator Daniel Daza. |
| Feb 16, 2026 | We’re pleased to welcome Trevor Pearce as a new PhD student to the group. He’ll be working on the UNIFIED project. |
| Feb 4, 2026 | Congratulations Dr. Effy Xue Li on defending her PhD - From Fine-tuning to Prompting: A Paradigm Shift in Knowledge Graph Construction. |
| Feb 3, 2026 | Daphne will give a talk on Database Education in the Era of GenAI at the Spring Symposium - Database Systems 2026, hosted by the University of Regensburg. |
| Jan 23, 2026 | Erkan gave a talk at the ELLIS Amsterdam TRL Seminar Series on Scalable Knowledge Discovery from Tabular Data. |
| Jan 23, 2026 | Paul gave a presentation on how Large Language Models are reshaping knowledge graph construction, as part of the GOBLIN Lunch Lecture Series. |
