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Method, apparatus, and computer program product for improving network database functionalities

a network database and computer program technology, applied in the field of network database functionalities, to achieve the effect of improving network database functionalities

Pending Publication Date: 2022-01-20
GROUPON INC
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

Enhances the precision and recall of network database search results, reduces system resource exhaustion, and maintains data integrity by providing real-time filters and relevant datasets, improving overall network database functionality.

Problems solved by technology

Applicant has identified a number of deficiencies and problems associated with existing network databases.

Method used

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  • Method, apparatus, and computer program product for improving network database functionalities
  • Method, apparatus, and computer program product for improving network database functionalities
  • Method, apparatus, and computer program product for improving network database functionalities

Examples

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for Generating Taxonomy Refinements

[0099]FIGS. 5A and 5B illustrate example distributions of datasets across taxonomy attributes according to some embodiments of the present invention. FIGS. 6A, 6B, and 6C illustrate example interfaces according to some embodiments of the present invention.

[0100]Referring now to FIG. 5A, an example dataset distribution 500A of datasets retrieved based on a network database search query is shown. The datasets can be retrieved based on a set of dataset retrieval procedures, such as the procedures described in connection with FIGS. 3 and 4. The datasets can be retrieved from network databases using a network server, such as the various components describe in connection with FIGS. 1 and 2.

[0101]The x axis of the dataset distribution 500A shows various taxonomy attributes associated with the retrieved datasets. They axis of the dataset distribution 500A is the amount of the datasets having a particular taxonomy attribute. As shown in the dataset distribu...

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PUM

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Abstract

Methods, apparatus and computer program products for improving network database functionalities are discussed herein, such as a computer-implemented method including receiving a network database search query associated with one or more network databases; in response to receiving the network database search query, querying the one or more network databases to identify a plurality of datasets; determining a plurality of taxonomy attributes, each of the plurality of taxonomy attributes being associated with at least one dataset of the plurality of datasets; calculating a taxonomy entropy based on the plurality of taxonomy attributes; comparing the taxonomy entropy to an entropy threshold; in response to the taxonomy entropy satisfying the entropy threshold, generating a dataset ranking based on relevance scores associated with the plurality of datasets; determining one or more taxonomy refinements based on the dataset ranking; and outputting the plurality of datasets and the one or more taxonomy refinements.

Description

CROSS-REFERENCE TO RELATED APPLICATIONS[0001]This application is a continuation of U.S. Non-Provisional application Ser. No. 16 / 034,575, filed Jul. 13, 2018, which claims priority to and the benefit of U.S. Provisional Patent Application No. 62 / 531,936, filed Jul. 13, 2017, each of which is incorporated herein by reference in its entirety.BACKGROUND[0002]Applicant has identified a number of deficiencies and problems associated with existing network databases. Through applied effort, ingenuity, and innovation, many of these identified problems have been solved by developing solutions that are included in the embodiments of the present disclosure, many examples of which are described in detail herein.BRIEF SUMMARY[0003]In general, embodiments of the invention provide method, apparatus, systems, computer devices, and / or the like for improving network database functionalities.[0004]In accordance with one aspect, a computer-implemented method for improving network database functionalitie...

Claims

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Application Information

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Patent Type & Authority Applications(United States)
IPC IPC(8): G06F16/27G06F16/2457
CPCG06F16/27G06F16/24578G06F16/2462
Inventor SINGH, ADITYAELIKKOTTIL, AJEESHMULVIHILL, MICHAEL
Owner GROUPON INC