1. Clustering techniques can be used to identify common problems with different devices. According to the given scenario, please discuss why clustering method is more suitable than decision tree method. [4 marks] 2. Text analysis relies on text mining technology. Within the context of this scenario, please discuss how you will prepare the corpus and set up the term bydocument matrix, in order to achieve the result as shown in the figure. [6 marks]