CPC G06F 11/3452 (2013.01) [G06F 9/542 (2013.01); G06F 11/324 (2013.01); G06F 11/3409 (2013.01); G06F 18/214 (2023.01); G06N 7/01 (2023.01); G06F 2201/86 (2013.01)] | 20 Claims |
1. A method comprising:
retrieving, using one or more processors, data from at least one data source, the data comprising a plurality of data events associated with a plurality of devices;
generating, using the one or more processors, a plurality of probability metrics for each of the plurality of devices based on device information and data event parameters included in the retrieved data, wherein generating the plurality of probability metrics includes generating and assigning a first high probability keyword to first unstructured data associated with a first device in the plurality of devices and a second different probability keyword to second unstructured data associated with a second device in the plurality of devices; and
generating, using the one or more processors, an activity estimation parameter for each of the plurality of devices based on the plurality of probability metrics, the activity estimation parameter comprising an estimated probability of a subsequent data event being taken by a device.
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