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An important component of knowledge management is the organization of documents for quick and easy access. One effective way of organizing these documents is to group them by a fixed set of specific knowledge categories. For large-scale technical teams, the number of categories can reach thousands or even tens of thousands, which makes this type of cataloging especially useful. Text classification is a sophisticated process that involves data preprocessing, transformation, dimensionalitydoi:10.48009/4_iis_2020_67-72 fatcat:nmgzj3hftzheplda6l7vb4bjga