17532277. DATA VIRTUALIZATION IN NATURAL LANGUAGE simplified abstract (International Business Machines Corporation)

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DATA VIRTUALIZATION IN NATURAL LANGUAGE

Organization Name

International Business Machines Corporation

Inventor(s)

Faried Abrahams of Laytonsville MD (US)

Gandhi Sivakumar of Bentleigh (AU)

Vinod A. Valecha of Pune (IN)

Neal Fishman of Sparta NJ (US)

DATA VIRTUALIZATION IN NATURAL LANGUAGE - A simplified explanation of the abstract

This abstract first appeared for US patent application 17532277 titled 'DATA VIRTUALIZATION IN NATURAL LANGUAGE

Simplified Explanation

The patent application describes a method for improving search results by using a virtual consolidation layer and machine learning. Here is a simplified explanation of the abstract:

  • A computing device creates a virtual consolidation layer.
  • Snippets, which are results of a query, are replicated by the computing device.
  • The replicated snippets are copied to the virtual consolidation layer.
  • The computing device uses a machine learning model to match specific snippets in the virtual consolidation layer.
  • The computing device produces a search result that includes the matched snippets.

Potential Applications

This technology can be applied in various fields where search results need to be improved, such as:

  • Internet search engines
  • E-commerce platforms
  • Knowledge bases and databases
  • Content management systems

Problems Solved

The method addresses the following problems in search result generation:

  • Inaccurate or irrelevant search results
  • Difficulty in consolidating and organizing search snippets
  • Manual effort required to match and present relevant snippets

Benefits

The use of a virtual consolidation layer and machine learning in search result generation offers several benefits:

  • Improved accuracy and relevance of search results
  • Automated matching and consolidation of search snippets
  • Time and effort savings in manual search result curation
  • Enhanced user experience and satisfaction


Original Abstract Submitted

A method includes: creating, by a computing device, a virtual consolidation layer; replicating, by the computing device, snippets that are results of a query; copying, by the computing device, the replicated snippets to the virtual consolidation layer; performing, by the computing device and by a machine learning model, matching of particular ones of the snippets in the virtual consolidation layer; and producing, by the computing device, a search result comprising the matched snippets.

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