Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Text information processing is one of the important topics in data mining. It involves the techniques of statistics, machine learning, pattern recog- nition etc. In the age of big data, a huge amount of text data has been accumu- lated. At present, the most effective text processing way is classifying them before mining. Therefore, it has attracted great interests of scholars and re- searchers, and many constructive results have been achieved. But along with the increasing of training samples, the shortages of techniques and limits of their application have appeared gradually. ,  propose a new strategy for classifying documents based on Huffman tree. Firstly,  find out all the candidate classifications by generating a Huffman tree, and then  design a quality measure to select the final classification. Our experiment results show that the proposed algorithm is effective and feasible.
['Yaqiong Liu', 'Yuzhuo Wen', 'Dingrong Yuan', 'Yuwei Cuan']
I am writing a research paper on a idea A Huffman Tree-Based Algorithm for Clustering Documents
[{"from": "human", "value": "I am writing a research paper on a idea A Huffman Tree-Based Algorithm for Clustering Documents"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Text information processing is one of the important topics in data mining. It involves the techniques of statistics, machine learning, pattern recog- nition etc. In the age of big data, a huge amount of text data has been accumu- lated. At present, the most effective text processing way is classifying them before mining. Therefore, it has attracted great interests of scholars and re- searchers, and many constructive results have been achieved. But along with the increasing of training samples, the shortages of techniques and limits of their application have appeared gradually. ,  propose a new strategy for classifying documents based on Huffman tree. Firstly,  find out all the candidate classifications by generating a Huffman tree, and then  design a quality measure to select the final classification. Our experiment results show that the proposed algorithm is effective and feasible."}]