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IJAI
International Journal of Acta Informatica
International Journal of Acta Informatica
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  • IJAI 2022-12-29

    Artificial Intelligence–Driven Metadata Management for Comprehensive Data Governance

    Y. P., Dillep Kumar Pentyala

    As data ecosystems become increasingly complex, organizations are compelled to implement strong data governance mechanisms to safeguard data accuracy, confidentiality, and regulatory adherence. Within this landscape, metadata management serves as a...

    235-240
  • IJAI 2023-12-16

    Artificial Intelligence–Driven Metadata Management for Comprehensive Data Governance

    Sai Krishna Chaitanya Tulli, Y. P.

    As data ecosystems become increasingly complex, organizations are compelled to implement strong data governance mechanisms to safeguard data accuracy, confidentiality, and regulatory adherence. Within this landscape, metadata management serves as a...

    230-236
  • IJAI 2022-12-29

    Leveraging Intelligent Master Data Management to Strengthen Real-Time Data Governance and Business Value

    Y. P.

    In the era of rapid digital transformation, where organizations increasingly rely on data-driven strategies, the ability to manage and synchronize enterprise data in real time has become a critical strategic requirement. Traditional Master Data Management...

    241-245
  • IJAI 2022-12-29

    Why Real-Time Data Discovery is a Game Changer for Enterprises

    Bharath Kishore Gudepu, Divya Sai Jaladi

    Real-time data processing has emerged as a crucial tool for contemporary enterprises, allowing instantaneous analysis and response to perpetually created data. This study examines the significant influence of real-time data processing on corporate...

    164-175
  • IJAI 2024-07-05

    The Role of AI in Enhancing Data Governance Strategies

    Bharath Kishore Gudepu, Rebecca Eichler

    Digital transformation has restructured company processes, enhancing efficiency, innovation, and competitiveness using artificial intelligence (AI) and sophisticated analytics. The fast implementation of AI-driven processes presents considerable regulatory...

    169-186
  • IJAI 2023-12-16

    Metadata-Driven Approaches to AI-Ready Data: Improving Data Discovery and Usability

    Sai Krishna Chaitanya Tulli, Y. P.

    As organizations increasingly leverage Artificial Intelligence (AI) to foster innovation and improve operational performance, the availability of high-quality, well-documented, and easily accessible data has become a decisive factor for success. This paper...

    236-254
  • IJAI 2022-12-31

    Data Quality in the Age of Artificial Intelligence: A Comprehensive Review of Frameworks, Challenges, and Governance Strategies

    Mohammad Rahim Albous

    Data quality has emerged as a fundamental pillar of scientific integrity, organizational performance, and evidence-based decision-making in the contemporary digital landscape. As artificial intelligence systems become increasingly integrated into...

    256-268
  • IJAI 2024-06-29

    Role of Data-Driven Decision Making in Enhancing Higher Education Performance: A Comprehensive Analysis of Analytics in Institutional Management

    Krishna C Gonugunta, Kornada Leo

    Higher education institutions (HEIs) are increasingly leveraging data analytics to enhance decision-making processes and improve student outcomes. As academic institutions face mounting challenges such as fluctuating enrollment rates, financial constraints,...

    149-159
  • IJAI 2022-12-29

    Data Discovery and Security: Protecting Sensitive Information

    Bharath Kishore Gudepu, Divya Sai Jaladi

    The growth of contemporary computer hardware and the availability of soft-computing tools have penetrated the market and influenced prospective research across nearly all areas of education. Management education is not exempt from the growing trends...

    176-187
  • IJAI 2022-12-29

    How Oracle analytics could help Higher Education deliver value to Educators/Students?

    Krishna C Gonugunta, Meng Chen

    Higher education institutions are increasingly adopting data analytics to improve student outcomes, optimize financial planning, and enhance operational efficiency. Oracle Analytics offers a comprehensive suite of business intelligence tools that facilitate...

    138-150
  • IJAI 2024-07-10

    Intelligent AI Data Governance Frameworks for Large Language Models: Challenges, Applications, and Future Perspectives

    Sofia Nishimura

    The rapid advancement of Large Language Models (LLMs) has significantly transformed industries such as healthcare, finance, e-commerce, travel, and cybersecurity by enabling intelligent automation, advanced analytics, and human-like communication. However,...

    230-235
  • IJAI 2024-12-30

    Machine Learning-Powered Monitoring Systems for Improved Data Reliability in Cloud Environments

    Dillep Kumar Pentyala

    Cloud computing has become the backbone of modern digital infrastructure, enabling businesses to leverage scalable, on-demand resources for storage, computation, and data management. However, the dynamic nature of cloud environments introduces challenges in...

    81-111
  • IJAI 2022-12-29

    Resilient IT Strategies for Governmental Disaster Response and Crisis Management

    Praveen Kumar Pemmasani, Mohamad Adzizulrohim Abd Nasaruddin

    Governments worldwide face increasing challenges in responding to disasters and crises, necessitating resilient IT strategies that ensure continuity, adaptability, and efficiency. A robust IT framework for disaster response and crisis management integrates...

    151-163
  • IJAI 2025-12-18

    Concept-Drift-Resilient Ensemble Learning for Financial Transaction Fraud Detection Under Evolving Criminal Typologies

    Md Soebur Rahman, Chashi Sabrina Islam, Mariia Mudryi, Sini Cakmak

    Ensemble machine-learning models have achieved striking published results for financial transaction fraud detection, with recent peer-reviewed studies reporting F1-scores as high as 0.99 and accuracy exceeding 99.9 percent on benchmark credit-card fraud...

    52-67
  • IJAI 2025-12-20

    Model Risk Management for Adaptive Credit Early-Warning Systems in Supervised SmallBusiness Lending: Aligning Machine-Learning Recalibration with Federal Model-Risk Guidance and the NIST AI Risk Management Framework

    Naima Bintay Karim, Tomasz Kovac, Zhu Song-Chun

    SR 11-7, issued jointly by the Federal Reserve and OCC in April 2011, remains a foundational U.S. standard for model risk management. Its framework is based on three core pillars: sound model development, effective independent validation and challenge, and...

    80-94
  • IJAI 2022-12-30

    Enhancing Supply Chain Management in The Oil and Gas Industry Through Digital Transformation of ERP Systems

    Dillep Kumar Pentyala

    The oil and gas industry operate within a highly complex and volatile supply chain environment, demanding efficient management practices to ensure operational reliability and cost-effectiveness. Traditional Enterprise Resource Planning (ERP) systems, while...

    96-115
  • IJAI 2023-12-31

    The Function of Artificial Intelligence in Healthcare: A Systematic Literature Review

    Sai Dikshit Pasham

    Artificial intelligence (AI) in the healthcare sector is attracting attention from researchers and healthcare practitioners. Prior study has been limited in examining this problem from a multidisciplinary perspective, including accounting, business and...

    32-42
  • IJAI 2023-12-16

    The Role of Oracle NetSuite WMS in Streamlining Order Fulfillment Processes

    Sai Krishna Chaitanya Tulli

    Efficient order fulfillment is a critical component of modern supply chain management, directly influencing customer satisfaction, operational efficiency, and business profitability. Oracle NetSuite Warehouse Management System (WMS) emerges as a robust...

    169-195
  • IJAI 2024-12-16

    Leveraging Oracle NetSuite to Enhance Supply Chain Optimization in Manufacturing

    Sai Krishna Chaitanya Tulli

    In the era of globalization and technological advancements, supply chain optimization has emerged as a critical driver of success for the manufacturing industry. Manufacturers face persistent challenges such as demand volatility, supply disruptions,...

    59-75
  • IJAI 2024-06-27

    Utilizing APEX Applications in Analytics

    Krishna C Gonugunta, Kornada Leo

    In an era of digital transformation, as companies strive to adapt to changing advances and demands, the importance of Customer Relationship Management (CRM) systems increases business relevance. In any firm, the importance of sustaining customer...

    125-137
1 - 20 of 20 items

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