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An Overview of Big Data Concepts, Methods, and Analytics: Challenges, Issues, and Opportunities
12 references·0 citing·47 second hop
An Overview of Big Data Concepts, Methods, and Analytics: Challenges, Issues, and Opportunities (2023)An Overview of Big Data Concepts, Methods…Analysis of Big Data (2023)Analysis of Big DataOptimization of Enterprise Financial Management and Decision‐Making Systems Based on Big Data (2022)Optimization of Enterprise Fi…Big Data and Big Data Analytics (2022)Big Data and Big Data Analyti…Big data analytics for data-driven industry: a review of data sources, tools, challenges, solutions, and research directions (2022)Big data analytics for data-d…A mini-review of machine learning in big data analytics: Applications, challenges, and prospects (2022)A mini-review of machine lear…Towards a Novel Framework for Automatic Big Data Detection (2020)Towards a Novel Framework for…Big Data Service Architecture: A Survey (2020)Big Data Service Architecture…A review of big data and medical research (2020)A review of big data and medi…Big Data: Trade-off between Data Quality and Data Security (2019)Big Data: Trade-off between D…Big data analytics and firm performance: Findings from a mixed-method approach (2019)Big data analytics and firm p…The big data system, components, tools, and technologies: a survey (2018)The big data system, componen…Social media big data analytics: A survey (2018)Social media big data analyti…Users of the world, unite! The challenges and opportunities of Social Media (2009)Data mining with big data (2013)Beyond the hype: Big data concepts, methods, and analytics (2014)Role of big data and social media analytics for business to business sustainability: A participatory web context (2019)Privacy concerns and benefits of engagement with social media-enabled apps: A privacy calculus perspective (2020)Theory building with big data-driven research – Moving away from the “What” towards the “Why” (2020)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Quality Assurance Technologies of Big Data Applications: A Systematic Literature Review (2020)Big Data Lakes: Models, Frameworks, and Techniques (2021)Data Protection by Design Tool for Automated GDPR Compliance Verification Based on Semantically Modeled Informed Consent (2022)Common method biases in behavioral research: A critical review of the literature and recommended remedies. (2003)PLS-SEM: Indeed a Silver Bullet (2011)A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)Big data analytics adoption: Determinants and performances among small to medium-sized enterprises (2020)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)Fuzzy-set qualitative comparative analysis (fsQCA) in business and management research: A contemporary overview (2022)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)Data quality in context (1997)Methodologies for data quality assessment and improvement (2009)The World’s Technological Capacity to Store, Communicate, and Compute Information (2011)Big Data: Astronomical or Genomical? (2015)A formal definition of Big Data based on its essential features (2016)Trends in the Use of Promotional Language (Hype) in Abstracts of Successful National Institutes of Health Grant Applications, 1985-2020 (2022)Appraising Unmet Needs and Misinformation Spread About Polycystic Ovary Syndrome in 85,872 YouTube Comments Over 12 Years: Big Data Infodemiology Study (2023)Digital Biobanking and Big Data as a New Research Tool: A Position Paper (2023)Management Information Systems (2012)Big data: a revolution that will transform how we live, work, and think (2013)The impact of Big Data Analytics on firm sustainable performance (2024)Current landscape and influence of big data on finance (2020)Role of Analytics for Operational Risk Management in the Era of Big Data (2020)Digital Transformation and Enterprise Sustainability: The Moderating Role of Regional Virtual Agglomeration (2023)DATA-DRIVEN TRANSFORMATION: OPTIMIZING ENTERPRISE FINANCIAL MANAGEMENT AND DECISION-MAKING WITH BIG DATA (2024)Green supply chain management and SMEs sustainable performance in developing country: role of green knowledge sharing, green innovation and big data-driven supply chain (2025)Machine learning on big data: Opportunities and challenges (2017)Machine Learning With Big Data: Challenges and Approaches (2017)A bibliometric analysis of technology in sustainable healthcare: Emerging trends and future directions (2023)15 years of Big Data: a systematic literature review (2024)Machine learning and deep learning for big data analytics: a review of methods and applications (2024)Big data: A review (2013)Critical analysis of Big Data challenges and analytical methods (2016)Big data and predictive analytics: A systematic review of applications (2024)Big data applications: overview, challenges and future (2024)DATA-DRIVEN SUSTAINABILITY: HOW FINTECH INNOVATIONS ARE SUPPORTING GREEN FINANCE (2024)Human Behavior Analysis Using Intelligent Big Data Analytics (2021)The Role of Big Data Analytics and Decision-Making in Achieving Project Success (2022)A Comprehensive Review of AI Techniques for Addressing Algorithmic Bias in Job Hiring (2024)
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References

  • 2019Big data analytics and firm performance: Findings from a mixed-method approach727 cited
  • 2018Social media big data analytics: A survey433 cited
  • 2020Big Data Service Architecture: A Survey367 cited
  • 2022Big data analytics for data-driven industry: a review of data sources, tools, challenges, solutions, and research directions187 cited
  • 2018The big data system, components, tools, and technologies: a survey155 cited
  • 2022A mini-review of machine learning in big data analytics: Applications, challenges, and prospects153 cited
  • 2022Optimization of Enterprise Financial Management and Decision‐Making Systems Based on Big Data133 cited
  • 2020A review of big data and medical research95 cited
  • 2022Big Data and Big Data Analytics48 cited
  • 2019Big Data: Trade-off between Data Quality and Data Security44 cited
  • 2023Analysis of Big Data25 cited
  • 2020Towards a Novel Framework for Automatic Big Data Detection9 cited

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