Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big Datasets

Athar Sefid, Jian Wu, Allen C. Ge +5

Automatically extracted metadata from scholarly documents in PDF formats is usually noisy and heterogeneous, often containing incomplete fields and erroneous values. One common way…