Newspapers contain a wealth of historical information in the form articles and illustrations. Libraries cultural heritage institutions have been digitizing their collections for decades to enable web-based access retrieval information. A number challenges arise when dealing with digitized collections, such as those KBR, Royal Library Brussels (used this study), which only page-level metadata, m...