Driver log analytics system

A non-transitory computer-readable medium storing code for notification of a predicted driving event, the code comprising instructions executable to:

• generate or modify an event prediction model based on driver log information, from a first predetermined time period, and associated with a corresponding historical adverse driving event;
• receive driver log information associated with one or more drivers respectively corresponding to one or more vehicles;
• aggregate the driver log information for a second predetermined time period;
• extract derivations from the aggregated driver log information in accordance with one or more derivation rules associated with the event prediction model operable to predict an adverse driving event;
• apply the event prediction model to the derivations to generate an adverse driver event prediction for each of the one or more drivers;
• and
• transmit a notification message including one or more of the adverse driver event predictions,
• wherein the first predetermined time period and the second predetermined time period are different.

An apparatus for notification of a predicted driving event, comprising:

• a memory configured to store instructions;
• a processor communicatively coupled with the memory, the processor configured to execute the instructions to:
• generate or modify an event prediction model based on driver log information, from a first predetermined time period, and associated with a corresponding historical adverse driving event;
• receive driver log information associated with one or more drivers respectively corresponding to one or more vehicles;
• aggregate the driver log information for a second predetermined time period;
• extract derivations from the aggregated driver log information in accordance with one or more derivation rules associated with the event prediction model operable to predict an adverse driving event;
• apply the event prediction model to the derivations to generate an adverse driver event prediction for each of the one or more drivers;
• and
• transmit a notification message including one or more of the adverse driver event predictions,
• wherein the first predetermined time period and the second predetermined time period are different.