METHOD AND SYSTEM FOR AUTOMATIC RANKING OF ONLINE MULTIMEDIA ITEMS

The disclosed embodiments illustrate methods and systems of multimedia content processing for automatic ranking of online multimedia items. The method includes selecting one or more multimedia items based on a user-request. For a multimedia item from the one or more selected multimedia items, the method includes determining a plurality of features from the multimedia item based on audio content, text content and visual content associated with the multimedia item. The method further includes classifying the plurality of features into a plurality of speaking style categories. The method further includes determining an engagement score for the multimedia item based on the classified plurality of features and a weight associated with each of the plurality of speaking style. The method further includes ranking the one or more multimedia items based on at least the determined engagement score associated with each of the one or more multimedia items.