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It is the process of reducing each word to its stem. E.g. "searched", "searches", "searching" all become just the root word (or stem) "search" in a search index.
In terms of websites, this is frequently used for search functionality. I.e. enabling any form of the search term to find all variations of the supplied keyword. It can significantly improve the search experience.
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