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An Approach for Modelling Big Data and Creation of New Values

Author

Listed:
  • Youssef Ahmed

    (Faculty of Computers and Artificial Intelligence, Benha University, Egypt)

  • Walaa Mohamed Medhat

    (Faculty of Computers and Artificial Intelligence, Benha University, Egypt)

  • Tarek El-Shishtawy

    (Faculty of Computers and Artificial Intelligence, Benha University, Egypt)

Abstract

Many enterprise organizations own a large amount of data but suffer from methods that can't deal with it. A lot of approaches were proposed to manage big data and get the most benefits out of it. This paper proposes a complete approach for modeling big data and creates new values from it. The proposed approach contains implementation for four layers that deal directly with big data. The layers are collection layer, processing layer, analysis and new value creation layer, presentation and decision support layer. The paper also presents a detailed comprehensive comparison between different approaches for managing big data. The results show that the proposed approach has achieved many objectives that may interest enterprise organizations.

Suggested Citation

  • Youssef Ahmed & Walaa Mohamed Medhat & Tarek El-Shishtawy, 2021. "An Approach for Modelling Big Data and Creation of New Values," International Journal of Sociotechnology and Knowledge Development (IJSKD), IGI Global, vol. 13(4), pages 66-81, October.
    • Handle: RePEc:igg:jskd00:v:13:y:2021:i:4:p:66-81
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