Abstract: In one aspect, a computerized method for collaborative content scoring in an online educational platform includes the step of provide an educational content via the online educational platform. The method includes the step of determining a genre of the educational content. The method includes the step of setting a base score for the educational content. The method includes the step of receiving an explicit user feedback with respect to the educational content. The method includes the step of receiving an implicit user feedback with respect to the educational content. The method includes the step of adjusting the base score of the educational content to a score based on the explicit user feedback and the implicit user feedback.

Abstract: In one aspect, a computerized method useful for automating computer application tasks using application guides, markups and computer vision includes the step of automating a human-implemented computer task. This includes determining a human workflow via a set of images. This also includes automatically deriving the workflow based on the set of images and a set of human user inputs. The method includes the step of, based on the automated human-implemented computer task, automatically implementing a decisions on behalf of a human user. The method includes the step of, implementing the automated human-implemented computer task using an in-application guide or a computer-vision step to determine a task the human user has performed and then performing the same task as the human user.