Semantic Interpretation of Block Structure
Chris Babcock <[email protected]>
| Newsgroups | gmane.mail.spam.crm114 |
|---|---|
| Organization | Kolonel Panic |
| Message-ID | <[email protected]> |
One of the characteristics of Spam is that the Spammers are trying to hide the semantic structure of their content from classifiers, but that isn't true of other classification applications. Generally speaking, the beginning and end of block structures are significant queues to semantic content that are missed in tokenization techniques that treat all white space as equal. I'm looking for tokenization strategies to appropriately weight semantic mark up, specifically whether anyone has already experimented with the effect of using tokens for paragraph and other block elements. Stictly speaking, a block delineator should probably not have the same weight as a word, but should instead reduce the relative weight that two words in different blocks have a combination... which for Markovian classifiers is probably functionally equivalent. Has anyone experimented with this already? Chris ------------------------------------------------------------------------------ Stay on top of everything new and different, both inside and around Java (TM) technology - register by April 22, and save $200 on the JavaOne (SM) conference, June 2-5, 2009, San Francisco. 300 plus technical and hands-on sessions. Register today. Use priority code J9JMT32. http://p.sf.net/sfu/p _______________________________________________ Crm114-general mailing list [email protected] https://lists.sourceforge.net/lists/listinfo/crm114-general
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