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The National Library Board of Singapore has successfully used Apache Mahout to link contents in several collections such as its Infopedia collection of articles (http://infopedia.nl.sg). This article introduces Apache Mahout (http://mahout.apache.org) and focuses on its ability to link content through text analytic techniques. The article will run through the what, why, and the how. If there is a big collection of content that needs to be linked, Apache Mahout may just be the answer.