SYSTEMS AND METHODS FOR NETWORK PATTERN MATCHING
First Claim
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1. A computer implemented method for determining a network pattern match, said method comprising:
- representing a plurality of data nodes and a plurality of data links of the data nodes as a data network;
representing a plurality of model nodes and a plurality of model links of the model nodes as at least one model network; and
finding at least one match from the at least one model network to the data network.
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Abstract
Example embodiments of systems and methods for network pattern matching provide the ability to match hidden networks from noisy data sources using probabilistic multi-attribute graph matching analysis. The algorithms may map roles and patterns to observed entities. The outcome is a set of plausible network models. The pattern-matching methodology of these systems and methods may enable the solution of three challenges associated with social network analysis, namely network size and complexity, uncertain and incomplete data, and dynamic network structure.
42 Citations
19 Claims
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1. A computer implemented method for determining a network pattern match, said method comprising:
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representing a plurality of data nodes and a plurality of data links of the data nodes as a data network; representing a plurality of model nodes and a plurality of model links of the model nodes as at least one model network; and finding at least one match from the at least one model network to the data network. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17)
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18. A network pattern matching system for determining a network pattern match, the network pattern matching system comprising:
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a processor; and a non-transitory computer readable medium having a computer readable program code embodied therein, said computer readable program code configured to be executed to implement a method comprising; representing a plurality of data nodes and a plurality of data links of the data nodes as a data network; representing a plurality of model nodes and a plurality of model links of the model nodes as at least one model network; and finding at least one match from the at least one model network to the data network.
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19. A computer program product for determining a network pattern match comprising a non-transitory computer readable medium having a computer readable program code embodied therein, said computer readable program code configured to be executed to implement a method for determining a network pattern match comprising:
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representing a plurality of data nodes and a plurality of data links of the data nodes as a data network; representing a plurality of model nodes and a plurality of model links of the model nodes as at least one model network; and finding at least one match from the at least one model network to the data network.
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Specification