Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In addition to the main content, most b pages also contain navigation panels, advertisements and copyright and disclaimer notices. This additional content, which is also known as noise, is typically not related to the main subject and may hamper the performance of b data mining, and hence needs to be removed properly. ,  present Content Extraction via Text Density (CETD) a fast, accurate and general method for extracting content from diverse b pages, and using DOM (Document Object Model) node text density to preserve the original structure. For this purpose,  introduce two concepts to measure the importance of nodes: Text Density and Composite Text Density. In order to extract content intact,  propose a technique called DensitySum to replace Data Smoothing. The approach was evaluated with the CleanEval benchmark and with randomly selected pages from ll-known bsites, where various b domains and styles are tested. The average F1-scores with our method re 8.79% higher than the best scores among several alternative methods.
['Fei Sun', 'Dandan Song', 'Lejian Liao']
I am writing a research paper on a idea DOM based content extraction via text density
[{"from": "human", "value": "I am writing a research paper on a idea DOM based content extraction via text density"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In addition to the main content, most b pages also contain navigation panels, advertisements and copyright and disclaimer notices. This additional content, which is also known as noise, is typically not related to the main subject and may hamper the performance of b data mining, and hence needs to be removed properly. ,  present Content Extraction via Text Density (CETD) a fast, accurate and general method for extracting content from diverse b pages, and using DOM (Document Object Model) node text density to preserve the original structure. For this purpose,  introduce two concepts to measure the importance of nodes: Text Density and Composite Text Density. In order to extract content intact,  propose a technique called DensitySum to replace Data Smoothing. The approach was evaluated with the CleanEval benchmark and with randomly selected pages from ll-known bsites, where various b domains and styles are tested. The average F1-scores with our method re 8.79% higher than the best scores among several alternative methods."}]