European Journal of Computer Science and Information Technology (EJCSIT)

regulatory frameworks

The Algorithmic Banker: Ethical Dilemmas and Societal Trust in AI-Driven Financial Modernization (Published)

The financial sector’s embrace of artificial intelligence heralds a transformative era where algorithms increasingly determine outcomes that profoundly impact individuals’ economic lives. While these technologies promise enhanced efficiency, accessibility, and potentially greater fairness through reduced human bias, they simultaneously introduce complex ethical challenges that threaten to undermine public trust. Embedded biases within AI systems can perpetuate historical discrimination while creating an illusion of objective decision-making. Many advanced financial algorithms operate as opaque “black boxes” where even their creators cannot fully explain specific determinations, complicating regulatory oversight and consumer redress. The progressive automation of financial decisions raises concerns about diminishing human judgment in critical functions, as professionals may develop excessive deference to algorithmic recommendations, replacing contextual understanding with statistical patterns. Building ethical frameworks requires establishing explainability standards, implementing rigorous algorithmic impact assessments, and creating robust data privacy protections. The path forward demands thoughtful collaboration to develop governance mechanisms that harness AI’s benefits while mitigating potential harms.

Keywords: algorithmic bias, automation complacency, ethical governance, financial explainability, regulatory frameworks

The Role of Privacy in Modern Advertising: Challenges, Implications, and Regulatory Responses (Published)

This article examines the complex relationship between privacy and advertising in the digital ecosystem, highlighting the fundamental tension between personalization and the protection of personal information. The privacy paradox—where individuals’ express concerns about data collection while simultaneously engaging with platforms that harvest their information—forms the central theme throughout the discussion. Beginning with an assessment of how modern advertising leverages this contradiction, the article progresses to evaluate the erosion of personal autonomy through ineffective consent mechanisms, particularly in contexts with significant power imbalances between data subjects and collectors. Behavioral targeting techniques are scrutinized as double-edged swords that enhance consumer experience while raising profound questions about psychological privacy and cognitive liberty. The economic foundations of the digital advertising landscape are dissected, revealing how personal data functions as currency in an exchange where users rarely comprehend the true value of their information. Finally, the article considers regulatory frameworks and industry self-regulation initiatives, along with emerging privacy-preserving technologies that attempt to balance personalization with protection. Throughout these interconnected themes, the article demonstrates how the commodification of personal information challenges fundamental rights while reshaping the economic foundations of the internet, creating a landscape where commercial interests, technological capabilities, and human dignity exist in precarious balance.

Keywords: Informed consent, Privacy paradox, behavioral targeting, data commodification, regulatory frameworks, surveillance capitalism

Mobile Banking and Financial Inclusion: Bridging Gaps Globally (Published)

Mobile banking serves as a transformative force in global financial inclusion, addressing persistent barriers that keep millions excluded from formal financial systems. By leveraging widespread mobile phone adoption, these services create accessible pathways to financial participation for underserved populations, particularly in rural areas where traditional banking infrastructure is limited or absent. The technical architecture of mobile banking—featuring lightweight applications, offline functionality, robust security frameworks, and interoperability—enables operation in resource-constrained environments. Beyond technical innovation, mobile banking delivers significant socioeconomic benefits, extending financial services to rural communities, empowering small businesses, reducing gender gaps in financial access, and creating pathways out of poverty. Despite these advantages, challenges remain in digital literacy, data privacy, consumer protection, and technological divides between demographic groups. The Kenyan implementation offers valuable lessons for other regions, demonstrating how appropriate regulatory frameworks, user-centered design, and continuous evolution can maximize impact and sustainability in expanding financial inclusion through mobile technology.

Keywords: Digital Literacy, Financial Inclusion, Mobile technology, regulatory frameworks, socioeconomic impact

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