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
| May 4, 2026 | Paul is at the Future of Open Research conference this week where he’s on plenary panel on AI and responsible data sharing. |
| May 2, 2026 | Danru is at AISTATS 2026 presenting her paper Identifiability of Potentially Degenerate Gaussian Mixture Models With Piecewise Affine Mixing. Say hi! |
| Apr 30, 2026 | Congratulations Dr. Bradley Allen on defending his PhD thesis - Neurosymbolic knowledge engineering with natural language. In conjunction with the defense we organized a workshop on LLMs and knowlege engineering. |
| Apr 15, 2026 | We are at ICT Open this week. Victoria is the program co-chair and we have posters by Mitja, Antonis and Taguhi. Say hi! |
| Apr 14, 2026 | CHI 2026 is this week. Daphne has a paper together with collaborators on how people collaboratively create data models. |
| Mar 25, 2026 | Paul received a best meta-reviewer award at EDBT. |
| Mar 24, 2026 | Daphne co-organized DataEd 2026 at EDBT. |
| Mar 23, 2026 | Imane is at the ACM/SIGAPP Symposium On Applied Computing this week to present her work on GNN-Based State Estimation for Urban Wastewater Digital Twins. |
