1. A method for determining metadata to be assigned to a document, the method comprising: identifying a document to be published to a collection of documents; automatically recommending a knowledge category for publishing the document to the collection of documents using a text classifier; selecting a knowledge category for the document; and assigning the selected knowledge category as metadata for the document.