Automated Predictive Big Data Analytics Using Ontology Based Semantics.

  title={Automated Predictive Big Data Analytics Using Ontology Based Semantics.},
  author={Mustafa V. Nural and Michael E. Cotterell and Hao Peng and Rui Xie and Ping Ma and John A. Miller},
  journal={International journal of big data},
  volume={2 2},
Predictive analytics in the big data era is taking on an ever increasingly important role. Issues related to choice on modeling technique, estimation procedure (or algorithm) and efficient execution can present significant challenges. For example, selection of appropriate and optimal models for big data analytics often requires careful investigation and considerable expertise which might not always be readily available. In this paper, we propose to use semantic technology to assist data… CONTINUE READING
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