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
| Aug 5, 2026 | We’re hiring! A postdoc focused on developing and evaluating systems for automated metadata generation. Deadline August 28. |
| Aug 2, 2026 | Paul describing our work in the UNIFIED project to help integrate patient preference data in clinical decision making using AI. |
| Jul 13, 2026 | We are deeply saddened that our friend and team member Frank Nack has passed away. He was a pillar of our group. He will be missed greatly. |
| Jul 6, 2026 | Danru was at ICML this week presenting her work on how to identify dependent latent components from multi-domain linear mixtures. |
| Jun 26, 2026 | We’re at FacTT 26 this week where Yichun is presenting her paper: Detective Work We Shouldn’t Have to Do: Practitioner Challenges in Regulatory-Aligned Data Quality in Machine Learning Systems. Say Hi! |
| Jun 23, 2026 | Paul was part of the Open Data Institute’s event on AI ready data for enterprises. |
| Jun 23, 2026 | Daphne was at CHI NL symposium. Read her thoughts. |
| Jun 22, 2026 | We are at the 5th Symposium on Human-Computer Interaction for Work (CHIWORK’26). Lise is organising the TimelyAI workshop on the question of “When Should Generative AI Assistants Intervene?”! |
