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Automatic genre classification determination of web content to which the web content belongs together with a corresponding genre probability
Automatic genre classification determination of web content to which the web content belongs together with a corresponding genre probability
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机译:网络内容所属的网络内容的自动类型分类确定以及相应的类型概率
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摘要
A mechanism is provided for automatic genre determination of web content. For each type of web content genre, a set of relevant feature types are extracted from collected training material, where genre features and non-genre features are represented by tokens and an integer counts represents a frequency of appearance of the token in both a first type of training material and a second type of training material. In a classification process, fixed length tokens are extracted for relevant features types from different text and structural elements of web content. For each relevant feature type, a corresponding feature probability is calculated. The feature probabilities are combined to an overall genre probability that the web content belongs to a specific trained web content genre. A genre classification result is then output comprising at least one specific trained web content genre to which the web content belongs together with a corresponding genre probability.
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