CPC G06N 5/02 (2013.01) [G06F 16/2379 (2019.01); G06F 16/258 (2019.01); G06F 16/904 (2019.01); G06F 16/9024 (2019.01); G06Q 10/0635 (2013.01); G06Q 50/01 (2013.01)] | 20 Claims |
1. A system comprising:
a data accumulation server communicatively coupled via a network to a data repository, wherein the data accumulation server comprises
a first processor; and
first non-transitory memory storing first computer-readable instructions that, when executed by the first processor, cause the data accumulation server to:
receive information from a plurality of data sources, wherein the plurality of data sources comprises two or more of business computing systems, social media networks, and user devices;
store the information received from the plurality of data sources in the data repository;
monitor the plurality of data sources for at least one data change event at one or more of the plurality of data sources; and
update, based on the data change event, the data stored in the data repository into an updated data set; and
a predictive graph processing system comprising:
a second processor;
second non-transitory memory storing second computer-readable instructions that, when executed by the second processor, cause the predictive graph processing system to:
retrieve information from the data repository;
transform, based on a predictive model, the information retrieved from the data repository into a predictive graph data set;
predict, based on an indication of the data change event and using the predictive model, a first relationship between a plurality of objects of an updated data set, wherein the first relationship between the plurality of objects of the updated data set comprises a semantic relationship;
store the predictive graph data set to a visualization data repository, wherein the predictive graph data set comprises the first relationship; and
cause display, based on a visualization request, a visualization of the predictive graph data set comprising an indication of the first relationship between the plurality of objects of the updated data set.
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