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 11, 2024 | We’re at ISWC this week. Jan-Christoph is co-organizing the LM-KBC workshop. Paul is part of debate on KGs and LLMs as well as co-organizing the special session on Gen AI and semantic techology where Brad is also talking. Lise is attending as well. Say hi! |
Nov 7, 2024 | We’re pleased to welcome Imane El Ghabi as a new PhD student to the lab. She’s will be working on decentralized digital twins. |
Nov 7, 2024 | Paul is presenting at the Leiden University & Elsevier Symposium on AI and Academic Publishing. |
Nov 5, 2024 | Paul presented about AI in Science to the National Academy of Technologis of France. |
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. |