Application of Text Mining Using the Naïve Bayes Classifier Method in Classifying Hoax News Posts on the Cirebon Saber Hoaks Instagram

Authors

  • Dellatia Ayu Nur'Faradila Universitas Catur Insan Cendekia Author

Keywords:

Cloud Computing, Virtualization, Nextcloud, ROCCA, Data Integration

Abstract

Cloud computing represents a significant advancement in the field of technology, offering substantial benefits when applied to the business sector, such as accelerating business processes and reducing operational costs. PT. Cipta Inovasi Teknologi is one example of a company that has implemented cloud computing technology through the use of Nextcloud software. However, in its daily operations, the company still encounters several challenges, including database overlaps on the main server, loss of company data, and suboptimal data integration between divisions due to restricted access to cloud computing, limited to the company’s internal internet network. These limitations hinder the process of data exchange between divisions, leading to delays and ineffective decision-making.To address these issues, a cloud computing design is required that follows a method providing a structured workflow or clear stages in the design process. The ROCCA (Roadmap for Cloud Computing Adoption) method is suitable for this purpose. The proposed design will be developed into a prototype for internal company use, facilitating the data integration process. The findings from this study demonstrate that the implementation of the ROCCA method is effective in creating an efficient personal data storage system, enhancing data security, simplifying access and data sharing between divisions, and mitigating the risk of data loss.

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Published

2025-06-12