Disclosed are systems and methods for improving interactions with and between computers in a content system supported by or configured with personal computing devices, servers and/or platforms. The systems interact to identify and retrieve data across platforms, which data can be used to improve the quality of data used in processing interactions between or among processors in such systems. The disclosed systems and methods determine breaking or trending news stories from social media activity, which are then communicated to users via personalized delivery. Thus, the disclosed systems and methods leverage social data, expert knowledge and/or user feedback, which are all available on-line, to determine breaking news stories, which are then delivered to users in a personalized manner specific to each user.
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