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Handbook of Big Data Research Methods
Editor
Listed:
- Shahriar Akter
- Samuel Fosso Wamba
Abstract
This state-of-the-art Handbook provides an overview of the role of big data analytics in various areas of business and commerce, including accounting, finance, marketing, human resources, operations management, fashion retailing, information systems, and social media. It provides innovative ways of overcoming the challenges of big data research and proposes new directions for further research using descriptive, diagnostic, predictive, and prescriptive analytics.
Individual chapters are listed in the "Chapters" tab
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Book Chapters
The following chapters of this book are listed in IDEAS- Shahriar Akter & Samuel Fosso Wamba & Shahriar Sajib & Sahadat Hossain, 2023. "Introduction to the Handbook of Big Data Research Methods," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 1, pages 1-10, Edward Elgar Publishing.
- Md Lutfur Rahman & Shah Miah, 2023. "Big data research methods in financial prediction," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 2, pages 11-31, Edward Elgar Publishing.
- Sudipta Bose & Sajal Kumar Dey & Swadip Bhattacharjee, 2023. "Big data, data analytics and artificial intelligence in accounting: an overview," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 3, pages 32-51, Edward Elgar Publishing.
- Madiha Farooqui, 2023. "The benefits of marketing analytics and challenges," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 4, pages 52-71, Edward Elgar Publishing.
- Niloofar Ahmadzadeh Kandi, 2023. "How big data analytics will transform the future of fashion retailing," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 5, pages 72-85, Edward Elgar Publishing.
- P.S. Varsha & Anjan Karan, 2023. "Descriptive analytics and data visualization in e-commerce," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 6, pages 86-104, Edward Elgar Publishing.
- Neha Chaudhuri & Kevin Carillo, 2023. "Application of big data Bayesian interrupted time-series modeling for intervention analysis," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 7, pages 105-116, Edward Elgar Publishing.
- Nadia Nazir Awan, 2023. "How predictive analytics can empower your decision making," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 8, pages 117-127, Edward Elgar Publishing.
- Hossana Twinomurinzi & Herman C. Myburgh, 2023. "Gaussian process classification for psychophysical detection tasks in multiple populations (wide big data) using transfer learning," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 9, pages 128-147, Edward Elgar Publishing.
- Tahajjat Begum, 2023. "Predictive analytics for machine learning and deep learning," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 10, pages 148-164, Edward Elgar Publishing.
- Mohammad Mahmudul Haque, 2023. "Building a successful data science ecosystem using public cloud," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 11, pages 165-178, Edward Elgar Publishing.
- Kumar Biswas & Sneh Bhardwaj & Sawlat Zaman, 2023. "How HR analytics can leverage big data to minimise employees' exploitation and promote their welfare for sustainable competitive advantage," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 12, pages 179-194, Edward Elgar Publishing.
- P.S. Varsha & S. Nithya Shree, 2023. "Embracing Data-Driven Analytics (DDA) in human resource management to measure the organization performance," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 13, pages 195-213, Edward Elgar Publishing.
- Denis Dennehy & Samrat Gupta & John Oredo, 2023. "A process framework for big data research: social network analysis using design science," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 14, pages 214-232, Edward Elgar Publishing.
- Serge Nyawa & Dieudonné Tchuente & Samuel Fosso Wamba, 2023. "Notre-Dame de Paris cathedral is burning: lets turn to Twitter," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 15, pages 233-266, Edward Elgar Publishing.
- Gowri Harinath, 2023. "Does personal data protection matter in data protection law? A transformational model to fit in the digital era," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 16, pages 267-278, Edward Elgar Publishing.
- Khadija Alnofeli & Shahriar Akter & Venkata Yanamandram, 2023. "Understanding the Future trends and innovations of AI-based CRM systems," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 17, pages 279-294, Edward Elgar Publishing.
- Nilupulee Liyanagamage & Mario Fernando, 2023. "Descriptive analytics methods in big data: a systematic literature review," Chapters, in: Shahriar Akter & Samuel Fosso Wamba (ed.), Handbook of Big Data Research Methods, chapter 18, pages 295-308, Edward Elgar Publishing.
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Keywords
Business and Management; Economics and Finance; Innovations and Technology; Research Methods;All these keywords.
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