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
Oct 1, 2024 | We’re pleased to welcome Antonis Georgakopoulos as a new PhD student in the lab. He’ll be working on hybrid human / AI knowledge engineering workflows. |
Sep 30, 2024 | We’re happy to be at ECCV this week. Melika is presenting her work on continual hyperbolic learning at the Instance-Level Recognition Workshop as well as her work on self-supervised pretraining for precise spatial understanding at the self-supervised learning workshop. Teresa is also attending. Say hi! |
Sep 30, 2024 | Paul is presenting at the SIKS Course on Generative AI talking about the role of data governance. |
Sep 24, 2024 | We’re pleased to welcome Lucas Lageweg as a new PhD student in the lab. With Statistics Netherlands (Centraal Bureau voor de Statistiek), he will be working on table retrieval and answerability in official statistics. |
Sep 15, 2024 | Daphne and Paul are attending a Shonan seminar on the why of data and knowledge models. |
Aug 26, 2024 | Paul will be part of a NISO webinar on the importance of metadata in AI - Sept 11. |
Aug 26, 2024 | We are happy to be VLDB this week where Hazar is organizing the workshop on quality in databases and our paper on characterizing table embeddings with University of Michigan is being presented. |
Jul 25, 2024 | We have a new publication out entitled How different is different? Systematically identifying distribution shifts and their impacts in NER datasets in the Journal of Language Resources an Evaluation. Congrats Effy who was leading the project |