US 2020/0050707 A1Published application

Website representation vector

OwnerYevgen Tsykynovskyyinventor

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Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for using website representations to for generate, store, or both, search results. One of the methods includes receiving data representing each website in a first plurality of websites associated with a first knowledge domain of a plurality of knowledge domains and having a first classification; receiving data representing each website in a second plurality of websites associated with the first knowledge domain and having a second classification; generating a first composite-representation of the first plurality of websites; generating a second composite-representation of the second plurality of web sites; receiving a representation of a third website; determining a first difference measure between the first composite-representation and the representation; determining a second difference measure between the second composite-representation and the representation; and based on the first difference measure and the second difference measure, classifying the third website.

Claims20

Dependent claims

A computer-implemented method comprising:

for each website of a plurality of websites determined to be in a particular knowledge domain, wherein the particular knowledge domain is one of a plurality of knowledge domains that are each different from the other knowledge domains:
receiving representations of the website and a quality score representing a quality measure of the website relative to other websites;
classifying as first websites each of the plurality of websites having a quality score below a first threshold, at least one of the plurality of websites having a quality score below the first threshold;
classifying as second websites each of the plurality of websites having a quality score above a second threshold that is greater than the first threshold, at least one of the plurality of websites having a quality score greater than the first threshold;
generating a first composite-representation of the websites classified as the first websites;
generating a second composite-representation of the websites classified as the second websites;
receiving a representation of another website;
determining a first measure of difference between the first composite-representation and the representation;
determining a second measure of difference between the second composite-representation and the representation;
and
based on the first measure of difference and the second measure of difference, classifying the other website as one the first websites, the second websites, or as third websites that are not classified as either the first websites or second websites.

8 more elements

A system comprising one or more computers and one or more storage devices on which are stored instructions that are operable, when executed by the one or more computers, to cause the one or more computers to perform operations comprising:

for each website of a plurality of websites determined to be in a particular knowledge domain, wherein the particular knowledge domain is one of a plurality of knowledge domains that are each different from the other knowledge domains:
receiving representations of the website and a quality score representing a quality measure of the website relative to other websites;
classifying as first websites each of the plurality of websites having a quality score below a first threshold, at least one of the plurality of websites having a quality score below the first threshold;
classifying as second websites each of the plurality of websites having a quality score above a second threshold that is greater than the first threshold, at least one of the plurality of websites having a quality score greater than the first threshold;
generating a first composite-representation of the websites classified as the first websites;
generating a second composite-representation of the websites classified as the second websites;
receiving a representation of another website;
determining a first measure of difference between the first composite-representation and the representation;
determining a second measure of difference between the second composite-representation and the representation;
and
based on the first measure of difference and the second measure of difference, classifying the other website as one the first websites, the second websites, or as third websites that are not classified as either the first websites or second websites.

8 more elements

A non-transitory computer storage medium encoded with instructions that, when executed by one or more computers, cause the one or more computers to perform operations comprising:

for each website of a plurality of websites determined to be in a particular knowledge domain, wherein the particular knowledge domain is one of a plurality of knowledge domains that are each different from the other knowledge domains:
receiving representations of the website and a quality score representing a quality measure of the website relative to other websites;
classifying as first websites each of the plurality of websites having a quality score below a first threshold, at least one of the plurality of websites having a quality score below the first threshold;
classifying as second websites each of the plurality of websites having a quality score above a second threshold that is greater than the first threshold, at least one of the plurality of websites having a quality score greater than the first threshold;
generating a first composite-representation of the websites classified as the first websites;
generating a second composite-representation of the websites classified as the second websites;
receiving a representation of another website;
determining a first measure of difference between the first composite-representation and the representation;
determining a second measure of difference between the second composite-representation and the representation;
and
based on the first measure of difference and the second measure of difference, classifying the other website as one the first websites, the second websites, or as third websites that are not classified as either the first websites or second websites.

8 more elements

Dependencies are inferred from the claim text.