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In a news website, it is extremely import to use the best quality tags with a homogeneous approach throughout the system. We have developed an automatic tag recommendation system to solve the big problem of creating best quality tags.

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21st century is an age of Internet and in this world, tags have become an integral part of our lives. Whether it is social media applications, question answer sites or news websites, we use tags (or hashtags) as major means of summarizing and organizing information. In social media applications like Facebook, Twitter, Instagram, tags are used by users all around the world to relate to the same content. In question answer websites or news websites, tags are the tools of summarizing and organizing data which are created manually by users or editors, who are actually providing content.

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