Generating and using social brains with complimentary semantic brains and indexes
First Claim
1. A system, comprising:
- one or more memory units; and
one or more processors operable to;
determine a plurality of social interactions associated with a plurality of people, each social interaction comprising a particular person interacting with a particular social object of a plurality of social objects;
generate a social object matrix using the determined social interactions;
generate a social brain by performing Singular Value Decomposition (SVD) on the social object matrix, the social brain comprising a singular value representation of the social object matrix;
determine text from the social objects of the determined social interactions;
generate a term-document matrix (TDM) using the determined text;
generate a semantic brain by performing SVD on the TDM, the semantic brain comprising a singular value representation of the TDM;
generate an index using the determined text; and
perform a query using the social brain, the semantic brain, and the index.
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Accused Products
Abstract
A method includes determining a plurality of social interactions associated with a plurality of people, generating a social object matrix using the determined social interactions, and generating a social brain by performing Singular Value Decomposition (SVD) on the social object matrix. The method further includes determining text from the social objects of the determined social interactions, generating a term-document matrix (TDM) using the determined text, generating a semantic brain by performing SVD on the TDM, generating an index using the determined text, and performing a query using the social brain, the semantic brain, and the index. The social brain is a singular value representation of the social object matrix and the semantic brain is a singular value representation of the TDM. Each social interaction is a particular person interacting with a particular social object.
25 Citations
20 Claims
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1. A system, comprising:
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one or more memory units; and one or more processors operable to; determine a plurality of social interactions associated with a plurality of people, each social interaction comprising a particular person interacting with a particular social object of a plurality of social objects; generate a social object matrix using the determined social interactions; generate a social brain by performing Singular Value Decomposition (SVD) on the social object matrix, the social brain comprising a singular value representation of the social object matrix; determine text from the social objects of the determined social interactions; generate a term-document matrix (TDM) using the determined text; generate a semantic brain by performing SVD on the TDM, the semantic brain comprising a singular value representation of the TDM; generate an index using the determined text; and perform a query using the social brain, the semantic brain, and the index. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A computer-implemented method, comprising:
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determining, by one or more computing systems, a plurality of social interactions associated with a plurality of people, each social interaction comprising a particular person interacting with a particular social object of a plurality of social objects; generating, by the one or more computing systems, a social object matrix using the determined social interactions; generating, by the one or more computing systems, a social brain by performing Singular Value Decomposition (SVD) on the social object matrix, the social brain comprising a singular value representation of the social object matrix; determining, by the one or more computing systems, text from the social objects of the determined social interactions; generating, by the one or more computing systems, a term-document matrix (TDM) using the determined text; generating, by the one or more computing systems, a semantic brain by performing SVD on the TDM, the semantic brain comprising a singular value representation of the TDM; generating, by the one or more computing systems, an index using the determined text; and performing, by the one or more computing systems, a query using the social brain, the semantic brain, and the index. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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15. A non-transitory computer-readable medium comprising software, the software when executed by one or more processors operable to perform operations comprising:
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determining a plurality of social interactions associated with a plurality of people, each social interaction comprising a particular person interacting with a particular social object of a plurality of social objects; generating a social object matrix using the determined social interactions; generating a social brain by performing Singular Value Decomposition (SVD) on the social object matrix, the social brain comprising a singular value representation of the social object matrix; determining text from the social objects of the determined social interactions; generating a term-document matrix (TDM) using the determined text; generating a semantic brain by performing SVD on the TDM, the semantic brain comprising a singular value representation of the TDM; generating an index using the determined text; and performing a query using the social brain, the semantic brain, and the index. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification