Hashtags have been proven to be useful for many applications, including microblog retrieval (Efron, 2010), query expansion (A. Bandyopadhyay et al., 2011), sentiment analysis (Davidov et al., 2010;Wang et al., 2011).
only a few microblogs contain hashtags provided by their authors.