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Using a Rich Context Model for Real-Time Big Data Analytics in Twitter

  • In this paper we present an approach for contextual big data analytics in social networks, particularly in Twitter. The combination of a Rich Context Model (RCM) with machine learning is used in order to improve the quality of the data mining techniques. We propose the algorithm and architecture of our approach for real-time contextual analysis of tweets. The proposed approach can be used to enrich and empower the predictive analytics or to provide relevant context-aware recommendations.

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Author:Alisa Sotsenko, Marc Jansen, Marcelo Milrad, Juwel Rana
Parent Title (English):2016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW)
Document Type:Article
Year of Completion:2016
Release Date:2019/04/29
First Page:228
Last Page:233
Institutes:Fachbereich 1 - Institut Informatik
DDC class:000 Allgemeines, Informatik, Informationswissenschaft / 000 Allgemeines, Wissenschaft
Licence (German):License LogoNo Creative Commons