Dimensionality reduction for content category data
First Claim
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1. A computerized method comprising:
- receiving a category dataset and a current relation data, wherein the category dataset comprises terms that describe a particular piece of content and the current relation data defines a relationship between the terms in the category dataset and the particular piece of content;
determining subsets of the category dataset, wherein a number of subsets is less than a number of terms in the category dataset, wherein each subset comprises at least one term;
generating new relation data, wherein the new relation data defines a new relationship between the subsets and the particular piece of content.
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Abstract
The dimensionality of a content category dataset is reduced based on the categories and the relationship between the content and categories. The category dataset includes names of categories and relation data, where the relation data defines a relationship between the categories and content. The dimensionality of a category dataset is reduced by determining a number of subsets of the category dataset and generating new relation data, where the new relation data defines a relationship between the category dataset subsets and the content.
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Citations
20 Claims
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1. A computerized method comprising:
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receiving a category dataset and a current relation data, wherein the category dataset comprises terms that describe a particular piece of content and the current relation data defines a relationship between the terms in the category dataset and the particular piece of content; determining subsets of the category dataset, wherein a number of subsets is less than a number of terms in the category dataset, wherein each subset comprises at least one term; generating new relation data, wherein the new relation data defines a new relationship between the subsets and the particular piece of content. - View Dependent Claims (2, 3, 4, 5, 6)
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7. A machine readable medium comprising:
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receiving a category dataset and a current relation data, wherein the category dataset comprises terms that describe a particular piece of content and the current relation data defines a relationship between the terms in the category dataset and the particular piece of content; determining subsets of the category dataset, wherein a number of subsets is less than a number of terms in the category dataset, wherein each subset comprises at least one term; generating new relation data, wherein the new relation data defines a new relationship between the subsets and the particular piece of content. - View Dependent Claims (8, 9, 10, 11, 12)
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13. A apparatus comprising:
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means for receiving a category dataset and a current relation data, wherein the category dataset comprises terms that describe a particular piece of content and the current relation data defines a relationship between the terms in the category dataset and the particular piece of content; means for determining subsets of the category dataset, wherein a number of subsets is less than a number of terms in the category dataset, wherein each subset comprises at least one term; means for generating new relation data, wherein the new relation data defines a new relationship between the subsets and the particular piece of content. - View Dependent Claims (14, 15, 16)
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17. A system comprising:
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a processor; a memory coupled to the processor though a bus; and a process executed from the memory by the processor to cause the processor to receive a category dataset and a current relation data, wherein the category dataset comprises terms that describe a particular piece of content and the current relation data defines a relationship between the terms in the category dataset and the particular piece of content, to determine subsets of the category dataset, wherein a number of subsets is less than a number of terms in the category dataset, wherein each subset comprises at least one term, to generate new relation data, wherein the new relation data defines a new relationship between the subsets and the particular piece of content. - View Dependent Claims (18, 19, 20)
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Specification