Automatic genre classification determination of web content to which the web content belongs together with a corresponding genre probability

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United States of America Patent

PATENT NO 9565236
APP PUB NO 20140201113A1
SERIAL NO

14096481

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Abstract

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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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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINES CORPORATION

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Harz, Dirk Kassel, DE 9 37
Iffert, Ralf Kassel, DE 3 20
Keinhoerster, Mark Dusseldorf, DE 3 20
Usher, Mark Kassel, DE 10 104

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