Experiments with this approach pointed out that truly random concatenation of database fields results in weak performance; a rather simple baseline approach, which only matches substrings of a field book entry with the contents of the database, leads to better results.
if a small amount of annotated field book entries is available -in this study, 10 entries turned out to be sufficient-one can estimate field ordering probabilities that can be used to generate more realistic training data from the database.