Advanced Record Linkage Techniques for Improving the Data Matching between Cultural Heritage Datasets from Different Sources
Advanced Record Linkage Techniques for Improving the Data Matching between Cultural Heritage Datasets from Different Sources
Author(s): Jordan Stoikov, Alexandra Nikolova, Vladimir GeorgievSubject(s): Fine Arts / Performing Arts, ICT Information and Communications Technologies
Published by: UIKTEN - Association for Information Communication Technology Education and Science
Keywords: record linkage; probabilistic linkage; similarity function
Summary/Abstract: The paper's goal is to investigate a matching algorithm that can be used to connect records of cultural heritage data from various data sources and enhances the precision and effectiveness of the matching operations involved in this process. The foundation of this work is a fuzzy match similarity (FMS) function, which explicitly associates weights with tokens to measure their relative relevance while reading a string as a series of tokens.
Journal: TEM Journal
- Issue Year: 11/2022
- Issue No: 4
- Page Range: 1906-1914
- Page Count: 9
- Language: English