Joint analysis of social and content networks
First Claim
1. A method for analyzing integrated social and content networks comprising the steps of:
- specifying a social network comprising multiple user nodes, at least some of the user nodes being joined to one another by one or more internal links;
specifying a content network comprising multiple content nodes, wherein at least some of said content nodes comprise multimedia content, and said multimedia content nodes further comprise first multimedia content nodes and second multimedia content nodes, wherein the multimedia content of each first multimedia content node is of a type that is different from the multimedia content of each second multimedia content node, and at least a given one of said user nodes is joined to one of said first multimedia content nodes by a first hybrid link, and at least one user node other than said given user node is joined to one of said second multimedia content nodes by a second hybrid link;
analyzing data elements associated with respective nodes of said user and content networks, in order to identify a set of nodes comprising at least first and second user nodes and at least a first multimedia content node and a second multimedia content node, wherein two of said nodes comprise end nodes;
further analyzing said data elements to identify at least three commonality links that collectively join all the nodes of said set together into a structure that defines an open loop extending between said end nodes; and
determining whether a further link is a valid commonality link, wherein said further link is initially inferred to extend between said two end nodes of said set, and to cooperatively join with said at least three identified commonality links to form a closed loop.
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Accused Products
Abstract
A method and apparatus is provided to analyze social and content networks, to identify new relationships among users and content, and to more effectively link users to content. Embodiments of the invention also facilitate more relevant searches over both social and content data. One embodiment is directed to analyzing integrated social and content networks, and includes specifying a social network comprising multiple user nodes, and specifying a content network comprising multiple multimedia content nodes. Data elements associated with respective nodes of the user and content networks are analyzed, in order to detect a set of nodes comprising at least first and second user nodes and first and second content nodes, and to further detect at least three commonality links that join all the nodes of the set together. It is also determined whether a further link is a valid commonality link. The further link is initially inferred to extend between two of the nodes in the set, and to cooperatively join with the three identified commonality links to form a closed loop.
16 Citations
20 Claims
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1. A method for analyzing integrated social and content networks comprising the steps of:
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specifying a social network comprising multiple user nodes, at least some of the user nodes being joined to one another by one or more internal links; specifying a content network comprising multiple content nodes, wherein at least some of said content nodes comprise multimedia content, and said multimedia content nodes further comprise first multimedia content nodes and second multimedia content nodes, wherein the multimedia content of each first multimedia content node is of a type that is different from the multimedia content of each second multimedia content node, and at least a given one of said user nodes is joined to one of said first multimedia content nodes by a first hybrid link, and at least one user node other than said given user node is joined to one of said second multimedia content nodes by a second hybrid link; analyzing data elements associated with respective nodes of said user and content networks, in order to identify a set of nodes comprising at least first and second user nodes and at least a first multimedia content node and a second multimedia content node, wherein two of said nodes comprise end nodes; further analyzing said data elements to identify at least three commonality links that collectively join all the nodes of said set together into a structure that defines an open loop extending between said end nodes; and determining whether a further link is a valid commonality link, wherein said further link is initially inferred to extend between said two end nodes of said set, and to cooperatively join with said at least three identified commonality links to form a closed loop. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A computer program product in a non-transitory computer readable storage medium for analyzing integrated social and content networks, the computer program product comprising:
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first instructions for specifying a social network comprising multiple user nodes, at least some of the user nodes being joined to one another by one or more internal links; second instructions for specifying a content network comprising multiple content nodes, wherein at least some of the content nodes comprise multimedia content, and the multimedia content nodes further comprise first multimedia content nodes and second multimedia content nodes, wherein the multimedia content of each first multimedia content node is of a type that is different from the multimedia content of each second multimedia content node; third instructions for analyzing data elements associated with respective nodes of the user and content networks, in order to identify a set of nodes comprising at least first and second user nodes and at least a first multimedia content node and a second multimedia content node, wherein two of the nodes comprise end nodes; fourth instructions for further analyzing the data elements to identify at least three commonality links that collectively join all the nodes of the set together, into a structure that defines a loop extending between the end nodes; and fifth instructions for determining whether a further link is a valid commonality link, wherein the further link is initially inferred to extend between the two end nodes of the set, and to cooperatively join with the at least three identified commonality links to form a closed loop. - View Dependent Claims (14, 15, 16)
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17. An apparatus for analyzing integrated social and content networks comprising:
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a component for specifying a social network comprising multiple user nodes, at least some of the user nodes being joined to one another by one or more internal links; a component for specifying a content network comprising multiple content nodes, wherein at least some of said content nodes comprise multimedia content, and said multimedia content nodes further comprise first multimedia content nodes and second multimedia content nodes, wherein the multimedia content of each first multimedia content node is of a type that is different from the multimedia content of each second multimedia content node; a component for analyzing data elements associated with respective nodes of said user and content networks, in order to identify a set of nodes comprising at least first and second user nodes and at least a first multimedia content node and a second multimedia content node, wherein two of said nodes comprise end nodes; a component for further analyzing said data elements to identify at least three commonality links that collectively join all the nodes of said set together, into a structure that defines an open loop extending between said end nodes; and a component for determining whether a further link is a valid commonality link, wherein said further link is initially inferred to extend between said two end nodes of said set, and to cooperatively join with said at least three identified commonality links to form a closed loop. - View Dependent Claims (18, 19, 20)
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Specification