System and method for evaluating and optimizing media content

A computerized method of evaluating media content, the computerized method comprising:

• receiving, via an input interface and by a system comprising memory and a processor, a media content;
• converting, by the system, the media content to a different coding, format, or duration for presentation, over one or more networks, to users in an online community;
• determining, by the system, a subset of the users in the online community;
• presenting, by the system, the converted media content through a user interface to the subset of the users in the online community;
• receiving, by the system, from the subset of the users in the online community, user input through a user engagement panel displayed on the user interface, the user input comprising informative signals relating to the media content and based on interactions with the user engagement panel, the interactions including reactions of the users in the subset of the users to the presented converted media content, wherein one user input represents a user behavior action or a user engagement action by one of the users in the subset of the users;
• restricting, by the system, a number of user behavior actions or user engagement actions that the one of the users in the subset of the users is permitted to provide within a period of time;
• evaluating, by the system, the media content based on the user input comprising informative signals relating to the media content and received from the subset of the users;
• generating, by the system, an analysis result indicative of a popularity of the media content based on the evaluating the media content based on the user input comprising informative signals relating to the media content and received from the subset of the users;
• determining, by the system, a digital incentive to provide to a user device of the user, the digital incentive based on the one user input having been predictive of the analysis result, wherein the digital incentive to the one of the users is distinct from the converted media content;
• constructing, by the system, a predictive computer model based on the media content and the analysis result indicative of the popularity of the media content;
• receiving, via the input interface and by the system, a different media content;
• estimating, by the system, based on the predictive computer model, a different popularity of the different media content;
• and
• exporting, by the system, based on estimating the different popularity of the different media content, the different media content to a platform different from a platform associated with the media content.

One or more non-transitory computer-readable media storing executable instructions that, when executed by a processor, cause a system to:

• receive, via an input interface, a media content;
• convert the media content to a different coding, format, or duration for presentation, over one or more networks, to users in an online community;
• determine a subset of the users in the online community;
• present the converted media content through a user interface to the subset of the users in the online community;
• receive, from the subset of the users in the online community, user input through a user engagement panel displayed on the user interface, the user input comprising informative signals relating to the media content and based on interactions with the user engagement panel, the interactions including reactions of the users in the subset of the users to the presented converted media content, wherein one user input represents a user behavior action or a user engagement action by one of the users in the subset of the users;
• restrict a number of user behavior actions or user engagement actions that the one of the users in the subset of the users is permitted to provide within a period of time;
• evaluate the media content based on the user input comprising informative signals relating to the media content and received from the subset of the users;
• generate an analysis result indicative of a popularity of the media content based on evaluating the media content based on the user input comprising informative signals relating to the media content and received from the subset of the users;
• determine a digital incentive to provide to a user device of the one of the users, the digital incentive based on the one user input having been predictive of the analysis result, wherein the digital incentive to the one of the users is distinct from the converted media content;
• construct a predictive computer model based on the media content and the analysis result indicative of the popularity of the media content;
• receive, via the input interface, a different media content;
• estimate, based on the predictive computer model, a different popularity of the different media content;
• and
• export, based on estimating the different popularity of the different media content, the different media content to a platform different from a platform associated with the media content.