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 28, 2024 | Victoria is presenting the DiTEC project system paper entitled DiTEC: Digital Twin for Evolutionary Changes in Water Distribution Networks at the ISOLA symposium. |
Oct 22, 2024 | We’re happy to be at both ECAI and CIKM this week where our work on entity linking under temporal change led by Pengyu is being presented. The papers are: TIGER: Temporally Improved Graph Entity Linker and CYCLE: Cross-Year Contrastive Learning in Entity-Linking. |
Oct 22, 2024 | Lucas is presenting his work on LLM-based query generation for official statistics at PAIS co-located with ECAI. |
Oct 18, 2024 | Paul led the AI4Science panel at the successful UvA Data Science Day. |
Oct 15, 2024 | Lise was at the kick-off of the GOBLIN cost action on multilingual open knowledge graphs. She is on the management committee as a representative of the Netherlands. |
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. |