
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
| Nov 5, 2025 |
Congrats to Victoria and co-authors for having their paper entitled DiTEC-WDN: A Large-Scale Dataset of Hydraulic Scenarios across Multiple Water Distribution Networks accepted at the Scientific Data Journal! |
| Nov 4, 2025 | We are happy to be a part of a new EU project - UNIFIED where we are working on foundation models for data integration to help include patient preferences into health decision making. This is a €27 million project with 40 international partners. |
| Nov 4, 2025 | We helped organizethe UvA AI and Data Science Day last week. Check out the recap. |
| Nov 2, 2025 | We’re happy to be at ISWC 2025 this week. Lise is co-organizing the Scientific Knowledge workshop. Jan-Christoph is co-organizing the Knowledge Base Construction from Pre-trained Language Models workshop. We’re also presenting in the Journal Track our papers on language models & knowledge engineering. Say hi! |
| Oct 27, 2025 | We are happy to be at ECAI 2025 this week. Erkan presented his work on Discovering Association Rules in High-Dimensional Small Tabular Data at the ANSyA workshop. Additionally, we have a paper in the main conference co-authored by Jan-Christoph. Say hi! |
| Oct 8, 2025 | Paul gave a keynote at the ENDORSE conference on AI, Data & Agreement (slides). You can also watch back the talk on their website. |
| Oct 1, 2025 | We’re pleased to welcome Taguhi Mesropyan as a new PhD student in the group. She’ll be working on concept drift in sensor systems. |
| Sep 29, 2025 | New paper out in Neurosymbolic Artificial Intelligence Journal on Learning Semantic Association Rules from Internet of Things Data, led by Erkan. |
