Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Great efforts have been taken to guarantee the efficiency of research project selection. Before research proposals are assigned to appropriate experts for evaluation, research proposals needed to be grouped according to their similarities in research topics.  applies an ensemble method to cluster research proposals to support research project selection. Several cluster algorithms are applied to group the proposals and the merits of each algorithm in text clustering are made full use of in the form of ensemble method. Based on the real data from Beijing Natural Science Foundation (BNSF), empirical experiments are conducted to validate the effectiveness of the proposed method. Meanwhile, the proposed method promotes the efficiency in the proposal grouping process.
['Yibo Wang', 'Wei Xu', 'Hongxun Jiang']
I am writing a research paper on a idea Using Text Mining and Clustering to Group Research Proposals for Research Project Selection
[{"from": "human", "value": "I am writing a research paper on a idea Using Text Mining and Clustering to Group Research Proposals for Research Project Selection"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Great efforts have been taken to guarantee the efficiency of research project selection. Before research proposals are assigned to appropriate experts for evaluation, research proposals needed to be grouped according to their similarities in research topics.  applies an ensemble method to cluster research proposals to support research project selection. Several cluster algorithms are applied to group the proposals and the merits of each algorithm in text clustering are made full use of in the form of ensemble method. Based on the real data from Beijing Natural Science Foundation (BNSF), empirical experiments are conducted to validate the effectiveness of the proposed method. Meanwhile, the proposed method promotes the efficiency in the proposal grouping process."}]