Therefore, the source text and the response text are casted respectively as two views in a co-training algorithm to perform semi-supervised learning.
the success of co-training largely depends on two strong underlying assumptions, i.e., sufficiency and independence, of the two views (Blum and Mitchell, 1998), which are actually violated in reader emotion classification when the source text and response text are utilized as two views.