Keyword

big data definition

Description: The conceptual formulation of what constitutes big data, including its distinguishing scale, properties, processing requirements, and applications.

Primary topic: Big Data Technologies and Applications (75%)

OpenAlex ID: keywords/big-data-definition

Beyond the hype: Big data concepts, methods, and analytics

2014 · Amir Gandomi, Murtaza Haider · International Journal of Information Management · 4,218

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How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study

2015 · Samuel Fosso Wamba, Shahriar Akter, et al. · International Journal of Production Economics · 1,790

Challenges and opportunities with big data

2012 · Alexandros Labrinidis, H. V. Jagadish · Proceedings of the VLDB Endowment · 1,068

A formal definition of Big Data based on its essential features

2016 · Andrea De Mauro, Marco Greco, et al. · Library Review · 930

Significance and Challenges of Big Data Research

2015 · Xiaolong Jin, Benjamin W. Wah, et al. · Big Data Research · 778

Big data analytics in E-commerce: a systematic review and agenda for future research

2016 · Shahriar Akter, Samuel Fosso Wamba · Electronic Markets · 682

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Big Data: Survey, Technologies, Opportunities, and Challenges

2014 · Nawsher Khan, Ibrar Yaqoob, et al. · The Scientific World JOURNAL · 547

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What is big data? A consensual definition and a review of key research topics

2015 · Andrea De Mauro, Marco Greco, et al. · AIP conference proceedings · 529

A Delphi study to build consensus on the definition and use of big data in obesity research

2019 · Christina Vogel, Stephen Zwolinsky, et al. · International Journal of Obesity · 453

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Big Data in Public Affairs

2016 · Ines Mergel, R. Karl Rethemeyer, et al. · Public Administration Review · 240

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The Big Data Value Chain: Definitions, Concepts, and Theoretical Approaches

2016 · Edward Curry · Springer eBooks · 217

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Toward a Literature-Driven Definition of Big Data in Healthcare

2015 · Emilie Baro, Samuel Degoul, et al. · BioMed Research International · 210

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Big data in public transportation: a review of sources and methods

2019 · Timothy F. Welch, Alyas Widita · Transport Reviews · 158

Perspectives to Definition of Big Data: A Mapping Study and Discussion

2016 · Ossi Ylijoki, Jari Porras · Journal of Innovation Management · 91

The Role of Cloud Computing Architecture in Big Data

2014 · Mehdi Bahrami, Mukesh Singhal · Studies in big data · 84

Understanding Big Data

2019 · Naciye Güliz Uğur, Aykut Hamit Turan · Advances in data mining and database management book series · 74

The Role of Surveys in the Era of “Big Data”

2017 · Mario Callegaro, Yongwei Yang · Springer eBooks · 71

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Big Data Impacts and Challenges: A Review

2019 · Zaher Ali Al-Sai, Rosni Abdullah, et al. · IEEE Jordan International Joint Conference on Electrical Engineering and Information Technology (JEEIT) · 61

Big Data in the Public Sector: A Systematic Literature Review

2017 · Cecilia Fredriksson, Farooq Mubarak, et al. · Scandinavian Journal of Public Administration · 61

Defining Big Data

2016 · Isitor Emmanuel, Clare Stanier · 58

Big Data Processing: Big Challenges and Opportunities

2012 · CHANGQING JI, YU LI, et al. · Journal of Interconnection Networks · 52

Setting the Direction for Big Data Benchmark Standards

2013 · Chaitanya Baru, Milind Bhandarkar, et al. · Lecture notes in computer science · 48

Data Science and Big Data Technologies Role in the Digital Economy

2020 · Sergey V. Novikov · TEM Journal · 45

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Big Data: una exploración de investigaciones, tecnologías y casos de aplicación