Supervised and unsupervised learning have been the focus of critical research in the areas
of machine learning and artificial intelligence. In the literature, these two streams flow
independently of each other, despite their close conceptual and practical connections. In this
work we exclusively deal with the text classification aided by clustering scenario. This
chapter provides a review and interpretation of the role of clustering in different fields of text
classification with an eye towards identifying the important areas of research. Drawing upon …