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
Apr 15, 2025 | We’re happy to be at the NWO ICT.OPEN this week. Hazar is the co-chair of the role of Data Management in the Era of AI interactive session. Erkan is presenting a poster. Pengyu and Yichun are attending as well. Say hi! |
Apr 10, 2025 | Paul gave an inteview about how Artificial Intelligence is impacting the role of university libraries and how they can support researchers and students in managing the opportunities and challenges of AI. |
Apr 8, 2025 | We have a new paper out in PeerJ CS looking at the impact mismatched training and testing data cleaning pipelines. |
Mar 25, 2025 | We’re happy to be at EDBT this week. Hazar has a paper on improving ML accuracy with data cleaning. Zeyu is presenting at the next gen data management systems event, attending the PhD Symposium and is presenting his paper on cross-dataset entity matching with LLMs. Say hi! |
Mar 20, 2025 | Our 5 year participation in the NWO IN-SIGHT.it project which explored how to make the hidden visible in standards-making and governance wrapped up with a fantastic event. |
Mar 19, 2025 | We hosted a plenary meeting for the ENEXA project here in Amsterdam. |
Mar 18, 2025 | Hazar has a new paper out in the Information Systems Journal on the effects of data quality on machine learning performance on tabular data together with colleagues at HPI. |
Mar 13, 2025 | Paul is giving a keynote at the UKB networking afternoon on AI & university libraries. |