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Research ArticleOpen accessIn the abstractPrivacy-Preserving Deep Federated Learning on the Edge Using Homomorphic Encryption and Secure Multiparty ComputationNoman Aasif Gudur, Mohamed El-Dosuky, Sherif KamelThe increasing volume of consumer data necessitates reliable edge devices for personalized user experiences. Federated Learning (FL) offers a state-of-the-art approach to decentralized machine learning by leveraging data distributed across multiple client devices. However, user data privacy remains vulnerable to corruption through feature heterogeneity and malicious attacks. While several privacy-preserving techniques have been previously implemented, they suffer from implementation constraints … …Journal of Computer Science, Vol. 21, Issue 11 · 21 Dec 2025 · 4,392 accessesView PDFCite
Research ArticleOpen accessIn the abstractTelomere Length and Gut Microbiota: Integrating Advanced Glycation End Products (Ages) With Artificial Intelligence for Understanding Premature AgingDiniwati Mukhtar, Hanifah HafsariPremature aging is characterized by an accelerated decline in biological functions, increasing the risk of chronic diseases. This review explores the interconnected roles of three critical biomarkers: Telomere Length, gut microbiota composition, and Advanced Glycation End Products (AGEs). These biomarkers exhibit bidirectional relationships, influencing one another and contributing to the aging process. Understanding their interplay provides valuable insights into the … …OnLine Journal of Biological Sciences, Vol. 25, Issue 3 · 3 Sep 2025 · 5,623 accessesView PDFCite
Research ArticleOpen accessIn the abstractMicro-Retargeted Advertising and Online Shoppers' Motivation in NigeriaJoseph Wilson, Yusuf Mu'azu, Fredrick WilsonOnline shopping is increasingly gaining popularity worldwide, as the experience is perceived not only to replicate but sometimes exceed that of traditional retail. The rapid transformation of the e-commerce sector compels online stores to adopt innovative strategies to attract and retain customers, enhance service delivery, increase product visibility, and remain competitive. The integration of big data and artificial intelligence has … …Journal of Social Sciences, Vol. 21, Issue 1 · 15 Aug 2025 · 5,440 accessesView PDFCite
Review ArticleOpen accessIn the abstractWeb Scraping for Product Recommendations: A Review of Techniques and ApplicationsAmarinder Kaur, Deepak PrasharA comprehensive method for developing a reliable product recommender system leveraging sophisticated web scraping technologies, machine learning, and natural language processing techniques. The proposed system addresses key challenges in personalized product recommendation, including the difficulty of integrating diverse data from multiple e-commerce platforms, ensuring data quality, and improving recommendation accuracy to enhance user experience. Specifically, this research tackles issues related … …Journal of Computer Science, Vol. 21, Issue 6 · 21 Jun 2025 · 4,234 accessesView PDFCite