... data for each domain and the remaining 1600 labeled reviews in each domain are used as training data All unlabeled data are used for latent representation learning For computational reason, only ... Recently, there is increasing research interest in the application of machine learning methods for business analytics (Abbasi and Chen 2008, Rui and Whinston 2011) and results are promising However, ... much more needs to be done In this thesis, we focus on predictive analytics problems in the context of business applications and utilize machine learning methods to solve them In particular, we look...