Using a combination of frequency analysis for word usage in every day speak (VIA trolling online web chats in things like IRC [internet relay chat] programs) and applying weights to aspects of the language such as:
- Location in phrase
- Location in conjunction to punctuation
- Location and frequency to adjoining words (such as “do this now” this is adjoined by “do” and “now”)
- Timing to previous statements (if “What’s good” is closely followed by “Everything, how’s you?” and given a weight, it would be a good assumption that the two are interrelated and one is a response to the other)
*EDIT: October 17th, 2010*
I would further hypothesis that the use of recursion in this neural network would lead to a more stable output, and a better neural network in the long run.
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