Categorizing objects, such as documents and/or clusters, with respect to a taxonomy and data structures derived from such categorization
AssigneeGoogle Inc.
InventorsDavid Gehrking, Ching Law, Andrew Maxwell
Life of this patent
Estimating the term…
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AssigneeGoogle Inc.
InventorsDavid Gehrking, Ching Law, Andrew Maxwell
Estimating the term…
A Website may be automatically categorized by (a) accepting Website information, (b) determining a set of scored clusters (e.g., semantic, term co-occurrence, etc.) for the Website using the Website information, and (c) determining at least one category (e.g., a vertical category) of a predefined taxonomy using at least some of the set of clusters. A semantic cluster (e.g., a term co-occurrence cluster) may be automatically associated with one or more categories (e.g., vertical categories) of a predefined taxonomy by (a) accepting a semantic cluster, (b) identifying a set of a one or more scored concepts using the accepted cluster, (c) identifying a set of one or more categories using at least some of the one or more scored concepts, and (d) associating at least some of the one or more categories with the semantic cluster. A property (e.g., a Website) may be associated with one or more categories (e.g., vertical categories) of a predefined taxonomy by (a) accepting information about the property, (b) identifying a set of a one or more scored semantic clusters (e.g., term co-occurrence clusters) using the accepted property information, (c) identifying a set of one or more categories (e.g., vertical categories) using at least some of the one or more scored semantic clusters, and (d) associating at least some of the one or more categories with the property.
A computer-implemented method for automatically categorizing a Website, the method comprising:
A computer-implemented method to associate a semantic cluster with one or more categories of a predefined taxonomy, the method comprising:
A computer-implemented method to associate a property with one or more categories of a predefined taxonomy, the method comprising:
A machine-readable medium having stored thereon machine-readable information comprising a plurality of entries, each entry including semantic cluster information and information identifying one or more associated categories of a predefined taxonomy.
Apparatus for automatically categorizing a Website, the apparatus comprising:
Apparatus for associating a semantic cluster with one or more categories of a predefined taxonomy, the apparatus comprising:
Apparatus for associating a property with one or more categories of a predefined taxonomy, the apparatus comprising:
Dependencies are inferred from the claim text.