Abstract: A method of ranking a plurality of live web applications of a communication device is disclosed. The method comprises receiving at least one data stream, each having a content and associated with a corresponding one of the plurality of live web applications, and evaluating the content of the at least one data stream using machine-learning algorithms. The method further comprises updating each of the corresponding live web applications based on the at least one data stream and determining for each of the corresponding live web applications whether any user reaction occurs with the corresponding live web application in association with the updating of the corresponding live web application. The method comprises ranking the plurality of live web applications relative to each other based at least on the evaluation of the content of the at least one data stream and the determinations of whether any user reaction occurred.