Contextual weighting for Support Vector Machines in literature mining: an application to gene versus protein name disambiguation

摘要

BackgroundThe ability to distinguish between genes and proteins is essential for understanding biological text. Support Vector Machines (SVMs) have been proven to be very efficient in general data mining tasks. We explore their capability for the gene versus protein name disambiguation task.