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Document classification

Artificial Intelligence Divide and conquer algorithmDomain-specific knowledge

Document classification/categorization is a problem in information science. The task is to assign an electronic document to one or more categories, based on its contents.

 


WWW: document classification; clustering weblog data to discover groups of similar access patterns.
Requirements
The main requirements that a clustering algorithm should satisfy are:
scalability; ...

These applications range from email classification, auto-response and archive tagging to compliance and legal discovery to document classification and taxonomy management within Enterprise Content Management (ECM) systems. ...

Keyword-Based Association Analysis
Document Classification Analysis
Document Clustering Analysis

Mining the World Wide Web ...

An extension of a taxonomy that includes rules on vocabulary usage for document classification e.g. "preferred terms", "synonym of", "belongs to", "used for" etc. See the article Taxonomy-Enhanced Knowledge Publications.

See also: Classification, Knowledge, Natural language processing, Machine learning, Artificial intelligence

Artificial Intelligence Divide and conquer algorithmDomain-specific knowledge

 
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