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Smart Insights, AI-Powered

Welcome to the Enterprise User Guide

Understanding Deduplication

There is a lot of information available to you before the AI has processed the content. Learn how this technology quickly reads and eliminates duplicates in your information through deduplication.

 

Deduplication is the process whereby the AI technology searches for content that is the same or similar and removes copies of the same type of information within a pool. 

 

Information overload is one of the biggest problems that analysts today are facing. This overload stems from the multitude of information that exists, the sources available but most importantly, the identical content that is to be digested. Analysts may spend hours on hour reading similar content without extracting much insights there the platform uses technology to assist in this process. 

 

Deduplication of Results:

The information and intelligence gathered within the platform includes many different types of content such as news articles which may discuss the same or similar topics therefore, an AI-powered technology works in the background to process all of this information.

An important element of information processing includes removing identical content from search results.
This is done through developed algorithms that work non-stop to ensure that duplicated information is removed. 

These algorithms ensure that when duplicates are removed, the most reliable source is listed. Also, it calculates the relevance of information included within the article to . 

Volumes of Results:

When a search is conducted, the volumes shown on the platform include the total number of information that has been found which including duplicates. This gives the user a rough idea of the totality of information that has been found on a specific subject. 

However it is important to note that duplicates are not included in your search result panel. The results shown do not include duplicated information but only show a single article where information may overlap and have very similar content. 

For example, you may notice that your search result volume shows a number of 20 but you may only notice 15 results on your search results panel. This indicates that 20 pieces of information were found but 5 matching articles were removed to ensure that you are not reading the same content several times. 

This allows our users to have transparency in the volume of information that exists. Further, the sources are available on the platform for verification. 

Sources of Results:

The most reliable and relevant sources are chosen in the deduplication process.

Even more, when a piece of information is selected which included a duplicate, the platform highlights additional sources where similar type of content may be found and its language origin where applicable. 

Alternative Links in the deduplication process

 

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