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Utilizing big data analytics framework requires collecting vast amounts of data from social media platforms integrated into the network. This procedure is meant to provide valuable insights on ways to improve the extraction of interaction and communication within a track record framework. This article aims to develop a structural model for the emerging big data technology to enhance innovative learning skills. By incorporating both structured and unstructured data into the data analytics process, there is a potential to gain valuable insights and create patterns from social media data sources while also addressing the challenges of velocity and variety. This emphasizes the importance of data complexity and the use of big data methods to extract meaningful information. It was discovered that big data, a developing technology combined with analytics, offers advantages in enhancing innovative learning skills by changing the way information is presented in learning materials. This research aims to improve the prototype and model of creative learning skills by emphasizing environmental awareness in educational resources.

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Big Data Emerging Technology for Instruction: Insights into Learning Material Support

  • 会议论文

  • 发表日期：

    2025年

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  • Miftachul Huda,
  • Asrori Asrori,
  • Nur Iftitahul Husniyah,
  • Thoat Stiawan,
  • Gandhung Fajar Panjalu,
  • Muhammad Wahid Nur Tualeka,
  • Imtihanatul Ma’isyatuts Tsalitsah,
  • Munawir Munawir

摘要

Utilizing big data analytics framework requires collecting vast amounts of data from social media platforms integrated into the network. This procedure is meant to provide valuable insights on ways to improve the extraction of interaction and communication within a track record framework. This article aims to develop a structural model for the emerging big data technology to enhance innovative learning skills. By incorporating both structured and unstructured data into the data analytics process, there is a potential to gain valuable insights and create patterns from social media data sources while also addressing the challenges of velocity and variety. This emphasizes the importance of data complexity and the use of big data methods to extract meaningful information. It was discovered that big data, a developing technology combined with analytics, offers advantages in enhancing innovative learning skills by changing the way information is presented in learning materials. This research aims to improve the prototype and model of creative learning skills by emphasizing environmental awareness in educational resources.