A system may include a user monitor device, a supervisory device, and a subscription sub-system. The subscription sub-system may be configured to: obtain a definition of a boundary that includes a radius from a particular location; monitor a location of the user monitor device; determine that the user monitor device has crossed the boundary; and in response to determining that the user monitor device has crossed the boundary, transmit an alert to the supervisory device.

A stand-up vehicle includes a vehicle upper portion, a handrail, one or more biometric information sensors, and one or more processors. The vehicle upper portion has a riding surface on which a user stands. The handrail is provided at an upper portion of the vehicle and is gripped by a user. The one or more biometric information sensors are at least one of a sensor provided on a handrail and a weight sensor provided below a riding surface and having the riding surface as a weight detection surface, and detect biometric information of the user. The one or more processors perform notification processing for notifying a user of biometric information detected by the one or more biometric information sensors.

A risk prediction system for predicting a risk of a negative event occurring for a monitored subject. The system comprises an input interface configured to obtain case data containing a history of events for the monitored subject and a predictive model based on deep learning networks. The predictive model comprises embedding layers for embedding the case data to generate embedded data, one or more sequence learning layers configured to learn patterns from sequences of the embedded data and generate sequenced data for each layer and one or more output layers each configured to map the sequenced data of each layer to a risk prediction for a negative event occurring.

A device for indicating appropriate social distancing includes the ability to project light (in various forms and in a various ways) onto the ground in a manner visible by the user and those around them. A boundary of the projected light can be set to an acceptable social distance and can include different colors to indicated varying social distances for varying levels of trusted individuals. Proximity sensors set to appropriate distancing requirements, along with the varying levels of trust can be implemented into multiple devices being used in a group setting.

A device for indicating appropriate social distancing includes the ability to project light (in various forms and in a various ways) onto the ground in a manner visible by the user and those around them. A boundary of the projected light can be set to an acceptable social distance and can include different colors to indicated varying social distances for varying levels of trusted individuals. Proximity sensors set to appropriate distancing requirements, along with the varying levels of trust can be implemented into multiple devices being used in a group setting.

A system for sending medical emergency alerts including a device body adapted to be attached to a user, an accelerometer connected to the device body, a wireless communications module, a user interface, a processor in communication with the accelerometer, the wireless communications module, and the user interface, a memory in communication with the processor, the memory including instructions that, when executed by the processor, cause the processor to receive acceleration data from the accelerometer, analyze the acceleration data to determine if a fall condition is present, and when the fall condition is present, communicate, via the wireless communication module, an alert to a caregiver mobile device, wherein the alert is adapted to indicate that the user wearing the device body has fallen.

A computer system monitors food preparation. Images of food preparation by a user are captured via one or more image capture devices disposed within an area containing food preparation items. A food preparation process being performed by the user is determined. Image processing is performed on the captured images to monitor the food preparation process and detect an event. The user is notified of the detected event, and provided information pertaining to the event. Embodiments of the present invention further include a method and program product for monitoring food preparation in substantially the same manner described above.

A device for indicating appropriate social distancing includes the ability to project light (in various forms and in a various ways) onto the ground in a manner visible by the user and those around them. A boundary of the projected light can be set to an acceptable social distance and can include different colors to indicated varying social distances for varying levels of trusted individuals. Proximity sensors set to appropriate distancing requirements, along with the varying levels of trust can be implemented into multiple devices being used in a group setting.

A method, including providing a device for an individual, storing information regarding a travel schedule or itinerary of the individual, determining a location of the device with a global positioning device, automatically and continuously monitoring the location of the device, comparing the location of the device with the travel schedule or itinerary, detecting a deviation of the device from a travel schedule or itinerary, or detecting an absence of, or a leaving of, the device from an expected location on the travel schedule or itinerary, generating a travel route deviation message and transmitting the travel route deviation message to a first communication device.

An apparatus, including a microphone, speaker, camera, memory or database which stores information regarding a travel schedule or itinerary, global positioning device, controller, and a transmitter. The controller is specially programmed to detect a deviation of the apparatus from the travel schedule or itinerary or to detect an absence of, or a leaving of, the apparatus from an expected location on the travel schedule or itinerary, and, if the controller detects a deviation of the apparatus from the travel schedule or itinerary or detects an absence of, or a leaving of, the apparatus from the expected location on the travel schedule or itinerary, the controller generates a travel route deviation message. The transmitter transmits the travel route deviation message to a first communication device.