- From: Ehrlinger, Lisa <Lisa.Ehrlinger@hpi.de>
- Date: Mon, 27 May 2024 14:06:23 +0000
- To: "semantic-web@w3.org" <semantic-web@w3.org>
- Message-ID: <AM5PR0902MB2081287AA5B6D35DBAEF85AEF9F02@AM5PR0902MB2081.eurprd09.prod.outlook.>
Upon request, we extend the deadline for QDB'24 to June 14, 2024 (hard deadline). 13th International Workshop on Quality in Databases (QDB'24) In conjunction with VLDB 2024 August 26 (Monday), 2024, Guangzhou, China https://hpi.de/naumann/s/qdb2024.html ** Important Dates ** Submission: June 14, 2024 Notification: July 22, 2024 CRC: August 5, 2024 The focus is on new and practical methods for (semi-)automated (ML-based) data quality assessment and improvement. The topics of interest include, but are not limited to: - Data preprocessing - Data profiling for data quality measurement - Explainable data cleaning - DQ requirements for generative AI systems - DQ using generative AI - Data quality assessment for AI-based systems - Data quality improvement / data cleaning for AI-based systems - Benchmark data sets to evaluate DQ assurance methods - Automation of DQ assessment and improvement methods - Methods to scale data quality assessment and cleansing - ML-powered methods for improving data quality - Data quality in graph-structured or time-series data - Metadata management to improve data quality - Data quality in different data science domains - Human-in-the-loop approaches for DQ - Post-training quality / fact checking - FAIRness in data quality
Received on Monday, 27 May 2024 14:07:25 UTC