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Classification of bibliographic items into subjects and disciplines in largedatabases is essential for many quantitative science studies. The Web ofScience classification of journals into ~250 subject categories, which hasserved as a basis for many studies, is known to have some fundamental problemsand several practical limitations that may affect the results from suchstudies. Here we present an easily reproducible method to performreclassification of the Web of Science into existing subject categories andinto 14 broad areas. Our reclassification is at a level of articles, so itpreserves disciplinary differences that may exist among individual articlespublished in the same journal. Reclassification also eliminates ambiguous(multiple) categories that are found for 50% of items, and assigns adiscipline/field category to all articles that come from broad-coveragejournals such as Nature and Science. The correctness of the assigned subjectcategories is evaluated manually and is found to be ~95%.

Practical method to reclassify Web of Science articles into unique subject categories and broad disciplines