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A Survey on Big Data Analytics: Challenges, Open Research Issues and Tools
7 references·16 citing·41 second hop
A Survey on Big Data Analytics: Challenges, Open Research Issues and Tools (2016)A Survey on Big Data Analytics: Challenge…Significance and Challenges of Big Data Research (2015)Significance and Challenges o…Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Data-intensive applications, …Big Data, new epistemologies and paradigm shifts (2014)Big Data, new epistemologies …Beyond the hype: Big data concepts, methods, and analytics (2014)Beyond the hype: Big data con…The pathologies of big data (2009)The pathologies of big dataSoft set theory—First results (1999)Soft set theory—First resultsFuzzy sets (1996)Fuzzy setsA Comprehensive Survey on Big Data Analytics: Characteristics, Tools and Techniques (2025)A Comprehensive Survey on Big…Machine learning and deep learning for big data analytics: a review of methods and applications (2024)Machine learning and deep lea…The Anatomy of Big Data: Concepts, Principles and Challenges (2022)The Anatomy of Big Data: Conc…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…Data Lake Versus Data Warehouse Architecture: A Comparative Study (2021)Data Lake Versus Data Warehou…Artificial intelligence approaches and mechanisms for big data analytics: a systematic study (2021)Artificial intelligence appro…A Comparative Analysis on Various Business Intelligence (BI), Data Science and Data Analytics Tools (2021)A Comparative Analysis on Var…Big Data: Current Challenges and Future Scope (2020)Big Data: Current Challenges …Big Data Processing: Batch-based processing and stream-based processing (2020)Big Data Processing: Batch-ba…Big Data and Its Applications in Smart Real Estate and the Disaster Management Life Cycle: A Systematic Analysis (2020)Big Data and Its Applications…Big Data Analytics and Preprocessing (2020)Big Data Analytics and Prepro…Blending Big Data Analytics: Review on Challenges and a Recent Study (2019)Blending Big Data Analytics: …A Comparative Study on Big Data Analytics Frameworks, Data Resources and Challenges (2019)A Comparative Study on Big Da…Measuring the interdisciplinarity of Big Data research: a longitudinal study (2018)Measuring the interdisciplina…A SURVEY ON BIG DATA ISSUES AND CHALLENGES (2018)A SURVEY ON BIG DATA ISSUES A…Transformation of healthcare big data through the lens of actor network theory (2017)Transformation of healthcare …Fuzzy sets (1965)An application of soft sets in a decision making problem (2002)Soft set theory (2003)On some new operations in soft set theory (2009)The data warehouse toolkit: practical techniques for building dimensional data warehouses (1996)Big Data and supply chain management: a review and bibliometric analysis (2016)Data colonialism through accumulation by dispossession: New metaphors for daily data (2016)Algorithms at Work: The New Contested Terrain of Control (2019)Big data: The next frontier for innovation, competition, and productivity (2011)Big data: a revolution that will transform how we live, work, and think (2013)Big data: a revolution that will transform how we live, work, and think (2014)A Bibliometric Analysis and Visualization of Medical Big Data Research (2018)A survey towards an integration of big data analytics to big insights for value-creation (2018)Circular economy and big data analytics: A stakeholder perspective (2018)THE STRUCTURE OF SCIENTIFIC REVOLUTIONS (1963)The Structure of Scientific Revolutions (1963)CRITICAL QUESTIONS FOR BIG DATA (2012)Algorithmic regulation: A critical interrogation (2017)Working and organizing in the age of the learning algorithm (2018)A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts (2022)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Data quality management, data usage experience and acquisition intention of big data analytics (2014)Machine learning on big data: Opportunities and challenges (2017)Setting the future of digital and social media marketing research: Perspectives and research propositions (2020)Deep learning applications and challenges in big data analytics (2015)AI Meets the Shopper: Psychosocial Factors in Ease of Use and Their Effect on E-Commerce Purchase Intention (2024)Bibliometric analysis of artificial intelligence in healthcare research: Trends and future directions (2024)Big Data Analytics, Artificial Intelligence, Machine Learning, Internet of Things, and Blockchain for Enhanced Business Intelligence (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)A survey on deep learning for big data (2017)Machine Learning With Big Data: Challenges and Approaches (2017)Extensions of the TOPSIS for group decision-making under fuzzy environment (2000)An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field (2010)Science mapping software tools: Review, analysis, and cooperative study among tools (2011)Smart Digital Marketing Capabilities for Sustainable Property Development: A Case of Malaysia (2020)Insight into the Impact of COVID-19 on Australian Transportation Sector: An Economic and Community-Based Perspective (2021)State-of-the-Art of Artificial Intelligence and Big Data Analytics Reviews in Five Different Domains: A Bibliometric Summary (2023)
this work references cited by second hop

References

  • 1996Fuzzy sets46,880 cited
  • 1999Soft set theory—First results4,717 cited
  • 2014Beyond the hype: Big data concepts, methods, and analytics4,222 cited
  • 2014Data-intensive applications, challenges, techniques and technologies: A survey on Big Data3,046 cited
  • 2014Big Data, new epistemologies and paradigm shifts2,351 cited
  • 2015Significance and Challenges of Big Data Research779 cited
  • 2009The pathologies of big data680 cited

Cited by

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  • 2019Blending Big Data Analytics: Review on Challenges and a Recent Study123 cited
  • 2017Transformation of healthcare big data through the lens of actor network theory43 cited
  • 2024Machine learning and deep learning for big data analytics: a review of methods and applications34 cited
  • 2020Big Data: Current Challenges and Future Scope32 cited
  • 2025

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

A Comprehensive Survey on Big Data Analytics: Characteristics, Tools and Techniques
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  • 2022The Anatomy of Big Data: Concepts, Principles and Challenges25 cited
  • 2020Big Data Processing: Batch-based processing and stream-based processing24 cited
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  • 2018A SURVEY ON BIG DATA ISSUES AND CHALLENGES17 cited
  • 2021Data Lake Versus Data Warehouse Architecture: A Comparative Study17 cited
  • 2019A Comparative Study on Big Data Analytics Frameworks, Data Resources and Challenges14 cited