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Manual Categorization
One strategy is to allow content providers categorize their submissions. After all, who would be more able to categorize the information than the person who created it?Folksonomy (Social Tagging)
Bill has posted a nice blog entry on this phenomenon of community-based, social bookmarking.Letting Content Providers create categories
Letting Content Providers select categories
Automatic Categorization
Simple Filters
An example of a automatic rules-based categorization is a "junk mail" filter.Complex Learning
There are machine learning algorithms that could automatically classify the content, based on rules and a "training" dataset.- Neural Networks
- Naïve Bayes
- Support Vector Machines
- K-Nearest Neighbors (kNN)
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