System and method for scoring and selection of communication notification presentation through contextual feedback

A system for scoring and selection of communication notification presentation through contextual feedback, the system comprising:

• at least one data source including an original datastream and associated contextual datastream, where the contextual datastream are further associated with the original datastream by time sequence and further include text, gesture, sound, touch screens, and emotion sensors;
• a recognizer coupled to the data source for extracting at least one feature from the original datastream and the associated contextual datastream and for synchronizing the at least one feature with the original datastream by time;
• a scoring preprocessor coupled to the recognizer for specifying potential notifications and confidence scores, where the potential notifications include portions of the original datastream with beginning and ending points identified by the extracted features from the associated contextual datastream, and confidence scores are based on a degree of confirmation from the associated contextual datastream;
• a comparator coupled to the scoring preprocessor for selecting a notification among, combining, and integrating said potential notifications to specify one for use based on the confidence scores of said potential notifications;
• and
• a feedback manager for gauging the effectiveness of the selected notification so as to adjust subsequent operation of said scoring preprocessor where said feedback includes user evaluation, surveys, reporting metrics, medical compliance requirements, and call-answering frequencies.