A system for improving networked computer processing and generating improved notifications utilizing a specific element on a computer digital display indicating the category of the result vector that will arise in the real world from the user's selection of an action option, the system comprising:
- a computer digital display interface;
- a sensing network utilizing a distributed network architecture, said sensing network including a sensing device at a location remote to the user and configured to detect a change in a non-cyber, non-digital real world, wherein the change in the non-cyber, non-digital real world comprises a non-cyber, non-digital real-world event occurring external to the system;
- a software-based sensed-event processing system configured to encapsulate, in a uniquely defined logical container, recognition by the sensor of a remotely sensed real-world event external to the system, and to append, by a register associated with said uniquely defined logical container, metadata associated with said remotely sensed real-world event including metadata indicating at least one of:
- a time, a location, an event type, an event intensity level, a delta intensity level, a detection type, a detection certainty level, an association with a predefined event, a human danger level, a threat level, an environmental danger, a predefined event associated with a delta of change, a qualitatively rated event, or a type-classified event;
- said sensed event processing system further configured to append metadata to the sensed remote event at the remote location utilizing a computer-enabled sensor;
- a decision support system configured to generate at least one user-selectable action option by identifying in a database one or more containers of at least one previously processed remotely sensed real-world event with appended metadata that matches metadata associated with a newly sensed real-world event, identifying in a database one or more action options associated with the one or more containers of at least one previously processed remotely sensed real-world event, determining which of the one or more action options identified has been most highly rated by one or more users by comparing the metadata associated with those action options with the metadata associated with the one or more action options selected by one or more users, and selecting from among the one or more action options the most highly rated of the one or more action options selected by one or more users in the past;
- said decision support system further configured to generate a decision support system event based on the metadata appended to the information associated with the detected change;
- a notification generation system configured in software code to receive over a computer network an action option to be presented to a user on a computer digital display, capable, once an action option is selected, of effecting an action in the non-cyber, non-digital real world external to the system and occurring at a location remote to the user;
- said notification generation system further configured to match to said action option an associated category of result vector of the action option, said category of result vector received from a database of action options;
- said notification generation system further configured to generate a notification presenting the action option and the category of result vector of the action option together on the computer display screen for user selection;
- said notification generation system further configured to cause, upon selection of an action option, and through a computer network, a real-world device with non-cyber, non-digital operating components to effect an action in the non-cyber, non-digital real world external to the system and occurring at a location remote to the user;
- said notification generation system further configured to record the user selection in a database.