sentence1: in particular , we explore the frequent noun terms in pros and cons reviews as features , and train a one-class svm to identify aspects in the candidates .
sentence2: thus , we extract the frequent noun terms from pros and cons reviews as features , then train a one-class svm to identify aspects from the candidates .