US 2013/0159319 A1Published application

Likefarm determination

AssigneeMicrosoft Corporation

InventorsLei Duan, Will Chin, Seokkyung Chung, Lei Guo, Guenther Schmuelling

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Abstract

A plurality of web documents that include indicators corresponding to one or more selectable like objects may be obtained. A corresponding web domain associated with each of the plurality of obtained web documents may be determined. A domain total like object count of the indicators corresponding to the one or more selectable like objects may be determined for each one of the obtained plurality of web documents, for each determined corresponding web domain. A candidate group of the corresponding web domains may be determined based on a comparison of a predetermined first threshold value with one or more of the domain total like object counts. A likefarm domain confidence score may be determined for each one of a second group of the corresponding web domains based on a decision tree function that is based on a plurality of domain attributes.

Claims20

Dependent claims

A system comprising:

a like document acquisition component that obtains a plurality of like documents that include indicators corresponding to one or more like selection objects;
a document like total component that determines a document total like count of the indicators corresponding to the one or more like selection objects for each one of the plurality of like documents;
a domain determination component that determines a corresponding web domain associated with each of the plurality of obtained like documents;
a domain like total component that determines a domain total like count corresponding to a sum of the document total like counts of the indicators for each corresponding web domain associated with each of the plurality of obtained like documents;
a first candidate selection component that determines a first candidate group of the corresponding web domains based on a comparison of a predetermined threshold value with one or more of the domain total like counts;
and
a likefarm domain confidence determination component that determines, via a device processor, a likefarm domain confidence score for each one of a second group of the corresponding web domains based on a decision tree function that is based on a plurality of domain attributes.

4 more elements

A computer program product tangibly embodied on a computer-readable storage medium and including executable code that causes at least one data processing apparatus to:

obtain a plurality of like documents that include indicators corresponding to one or more like selection entities;
determine a corresponding web domain associated with each of the plurality of obtained like documents;
determine a domain total like count of the indicators corresponding to the one or more like selection entities for each one of the obtained plurality of like documents, for each determined corresponding web domain;
determine a first candidate group of the corresponding web domains based on a comparison of a predetermined threshold value with one or more of the domain total like counts;
and
determine a likefarm domain confidence score for each one of a second group of the corresponding web domains based on a decision tree function that is based on a plurality of domain attributes.

3 more elements

A method comprising:

obtaining a plurality of web documents that include indicators corresponding to one or more selectable like objects;
determining a corresponding web domain associated with each of the plurality of obtained web documents;
determining a domain total like object count of the indicators corresponding to the one or more selectable like objects for each one of the obtained plurality of web documents, for each determined corresponding web domain;
determining a first candidate group of the corresponding web domains based on a comparison of a predetermined first threshold value with one or more of the domain total like object counts;
and
determining, via a device processor, a likefarm domain confidence score for each one of a second group of the corresponding web domains based on a decision tree function that is based on a plurality of domain attributes.

3 more elements

Dependencies are inferred from the claim text.