Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  adopt two views, personal and impersonal views, and systematically employ them in both supervised and semi-supervised sentiment classification. Here, personal views consist of those sentences which directly express speaker's feeling and preference towards a target object while impersonal views focus on statements towards a target object for evaluation. To obtain them, an unsupervised mining approach is proposed. On this basis, an ensemble method and a co-training algorithm are explored to employ the two views in supervised and semi-supervised sentiment classification respectively. Experimental results across eight domains demonstrate the effectiveness of our proposed approach.
['Shoushan Li', 'Chu-Ren Huang', 'Guodong Zhou', 'Sophia Yat Mei Lee']
I am writing a research paper on a idea Employing Personal/Impersonal Views in Supervised and Semi-Supervised Sentiment Classification
[{"from": "human", "value": "I am writing a research paper on a idea Employing Personal/Impersonal Views in Supervised and Semi-Supervised Sentiment Classification"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  adopt two views, personal and impersonal views, and systematically employ them in both supervised and semi-supervised sentiment classification. Here, personal views consist of those sentences which directly express speaker's feeling and preference towards a target object while impersonal views focus on statements towards a target object for evaluation. To obtain them, an unsupervised mining approach is proposed. On this basis, an ensemble method and a co-training algorithm are explored to employ the two views in supervised and semi-supervised sentiment classification respectively. Experimental results across eight domains demonstrate the effectiveness of our proposed approach."}]