LLMClean: Context-Aware Tabular Data Cleaning via LLM-Generated OFDs.
Fabian BiesterMohamed AbdelaalDaniel Del GaudioPublished in: CoRR (2024)
Keyphrases
- context aware
- data cleaning
- data integration
- ubiquitous computing
- context awareness
- ambient intelligence
- record linkage
- outlier detection
- data quality
- mobile devices
- text classification
- functional dependencies
- missing values
- data processing
- fraud detection
- relational data model
- context aware systems
- database
- integrity constraints
- data warehouse
- web usage mining
- data model
- artificial intelligence
- data mining
- context aware services
- data warehousing
- information extraction
- web services
- databases