Abstract: The described features of the present disclosure generally relate to one or more improved systems for analyzing the electronic information associated with driving activities (e.g., driver log information) obtained from the one or more mobile computing platforms (ELDs) associated with one or more vehicles to identify a likelihood of a driver resigning or deserting his or her position. Accordingly, features of the present disclosure may identify “at-risk” drivers for the fleet operators to trigger remedial measures to prevent such adverse event (e.g., driver quitting).

Abstract: The described features of the present disclosure generally relate to one or more improved systems for analyzing the electronic information associated with driving activities (e.g., driver log information) obtained from the one or more mobile computing platforms (ELDs) associated with one or more vehicles to identify a likelihood of a driver resigning or deserting his or her position. Accordingly, features of the present disclosure may identify “at-risk” drivers for the fleet operators to trigger remedial measures to prevent such adverse event (e.g., driver quitting).

Abstract: Aspects of notification of a predicted driving event include receiving driver log information associated with one or more drivers respectively corresponding to one or more vehicles, and aggregating the driver log information for a predetermined time period. Further, the aspects include extracting derivations from the aggregated driver log information in accordance with one or more derivation rules associated with an event prediction model operable to predict an adverse driving event. Also, the aspects include applying the event prediction model to the derivations to generate an adverse driver event prediction for each of the one or more drivers. Additionally, the aspects include transmitting a notification message including one or more of the adverse driver event predictions.

Abstract: The described features of the present disclosure generally relate to one or more improved systems for analyzing the electronic information associated with driving activities (e.g., driver log information) obtained from the one or more mobile computing platforms (ELDs) associated with one or more vehicles to identify a likelihood of a driver resigning or deserting his or her position. Accordingly, features of the present disclosure may identify “at-risk” drivers for the fleet operators to trigger remedial measures to prevent such adverse event (e.g., driver quitting).

Abstract: Aspects of the present disclosure generally related to one or more systems, methods, and devices for actively monitoring driver communications in order to identify at-risk drivers (e.g., drivers that may be susceptible to quitting). Additionally or alternatively, aspects of the present disclosure may determine whether the fleet operators are satisfactorily communicating and remedying driver behaviors that may lead to an adverse driver event.

Abstract: Aspects of notification of a predicted driving event include receiving driver log information associated with one or more drivers respectively corresponding to one or more vehicles, and aggregating the driver log information for a predetermined time period. Further, the aspects include extracting derivations from the aggregated driver log information in accordance with one or more derivation rules associated with an event prediction model operable to predict an adverse driving event. Also, the aspects include applying the event prediction model to the derivations to generate an adverse driver event prediction for each of the one or more drivers. Additionally, the aspects include transmitting a notification message including one or more of the adverse driver event predictions.

Abstract: An anthropometric massage device includes a length adjustable handle having first and second portions slidably movable relative to one another for telescopically varying the length of the handle. A shape adjustment member having a plurality of rotatable joints extending between opposed ends thereof for movement between straight and curved configurations. The rotatable joints are secured at selected positions in a friction fit engagement. The massage device includes a stimulation member having opposed ends and a cylindrical configuration defining an open interior space. A vibrating motor is positioned within the interior space of the stimulation member and is electrically connected to a power source, the stimulation member being vibrated when the motor is actuated.