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How does Collexis generate its search results?

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How does Collexis generate its search results?

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Collexis employs vector matching: comparing a search query with the Fingerprints from the records in a Collexion. The outcome is a very accurate and relevant list of content items and/or experts in the form of a list of records. There also exists the possibility of over-specifying a query (i.e., using a considerable piece of text), thus adding context to the query. This context will help the system to improve the accuracy of the query and return references to those content items that are contextually related. The system administrator can enlarge or reduce the set of returned documents by entering a threshold that indicates the minimum “distance” between the records returned and the query. Matching of a search query with Collexion records can be performed on multiple Collexions at the same time.

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