Abstract: A method of setting controls on a digital communication device operated by an end user participant in a digital content event provided from a digital communication network includes operating a tracking control in the digital communication network to track activity of the digital communication device in a context of the digital content event; operating a timer in conjunction with the activity to form a time-stamped set of ranking controls; attenuating the time-stamped set of ranking controls according to an elapsed time; applying the time-stamped set of ranking controls and content inputs from a digital content manager to operate a ranking control and digital filter to generate a control interface for the digital communication device, the control interface comprising a plurality of individually operable controls; and configuring the digital communication device with the control interface.

Abstract: A method of setting controls on a digital communication device operated by an end user participant in a digital content event provided from a digital communication network includes operating a tracking control in the digital communication network to track activity of the digital communication device in a context of the digital content event, applying the activity to a content series detector, applying an output of the content series detector to a series gap detector, and applying the time-stamped set of ranking controls and content inputs from a digital content manager to operate a ranking control and digital filter to generate a control interface for the digital communication device, the control interface comprising a plurality of individually operable controls to configure the digital communication device with the control interface.

Abstract: A content recommendation system includes a content recommendation engine, a trender including a first trender interface to a social media platform and a second trender interface to a search engine, wherein the trender includes an ordered chain of term enhancers to enhance trending terms received via the first trender interface into enhanced terms. The search engine is adapted to receive the enhanced terms via the second trender interface and to form a search result set for the enhanced terms, and the search engine is coupled to provide the search result set to the content recommendation engine.

Abstract: A machine system for operating a content recommendation system includes a monitor to detect and identify user actions on network connected digital devices, a first associator to relate the user actions to digital content, a timer operable to control a minimum time period filter on the user actions, a sequencer operable in conjunction with the timer, the minimum time period filter, and a combiner to transform the user actions into aggregate user actions. The content recommendation system is responsive to the aggregate user actions to evolve a computer-stored user profile according to the aggregate user actions.

Abstract: A user profile including content preferences is evolved by detecting and identifying user actions on network connected digital devices; relating the user actions to digital content; operating a sequencer and a timer to form aggregate user actions from the user actions; operating a second associator in conjunction with the timer and an adjuster to associate weight values with the aggregate user actions and the user actions, forming weighted user actions; and operating a profile server responsive to the second associator to evolve the user profile according to the weighted user actions.

Abstract: A method of setting controls on a digital communication device operated by an end user participant in a digital content event provided from a digital communication network includes operating a tracking control in the digital communication network to track activity of the digital communication device in a context of the digital content event, applying the activity to a content series detector, applying an output of the content series detector to a series gap detector, and applying the time-stamped set of ranking controls and content inputs from a digital content manager to operate a ranking control and digital filter to generate a control interface for the digital communication device, the control interface comprising a plurality of individually operable controls to configure the digital communication device with the control interface.

Abstract: A method of setting controls on a digital communication device operated by an end user of a digital communication network includes operating a gesture user interface on a set of content representations displayed on the digital communication device, where the set of content representations represents digital content associated with a broad range of content categories, to operate a preference profile generator to generate an initial control set for a ranking control. A tracking control is operated in the digital communication network to track activity of the digital communication device in a context of a digital content event to modify the initial control set for the ranking control into modified ranking controls. The modified ranking controls and content inputs from a digital content manager are applied to operate the ranking control and digital filter to generate a control interface for the digital communication device, the control interface comprising a plurality of individually operable controls.

Abstract: A method of setting controls on a digital communication device operated by an end user participant in a digital content event provided from a digital communication network includes operating a tracking control in the digital communication network to track activity of the digital communication device in a context of the digital content event; operating a timer in conjunction with the activity to form a time-stamped set of ranking controls; attenuating the time-stamped set of ranking controls according to an elapsed time; applying the time-stamped set of ranking controls and content inputs from a digital content manager to operate a ranking control and digital filter to generate a control interface for the digital communication device, the control interface comprising a plurality of individually operable controls; and configuring the digital communication device with the control interface.