In the big data era, large volumes of social media data are generated at a high velocity, which w... more In the big data era, large volumes of social media data are generated at a high velocity, which we refer to as social big data. It is beyond the ability of traditional methods and algorithms to manage the massive amount of data in a tolerable elapsed time. In this paper, we present a comprehensive overview of the established big data techniques and new achievements on social big data management. The study also highlights a list of state-of-the-art applications based on data gathered from social networking platforms. At the end, we identify the key issues and challenges related to social big data analytics.
In the big data era, large volumes of social media data are generated at a high velocity, which w... more In the big data era, large volumes of social media data are generated at a high velocity, which we refer to as social big data. It is beyond the ability of traditional methods and algorithms to manage the massive amount of data in a tolerable elapsed time. In this paper, we present a comprehensive overview of the established big data techniques and new achievements on social big data management. The study also highlights a list of state-of-the-art applications based on data gathered from social networking platforms. At the end, we identify the key issues and challenges related to social big data analytics.
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Papers by Tina Tian