
Başlık:
Big data, mining, and analytics : components of strategic decision making
Yazar:
Kudyba, Stephan, 1963- editor. of compilation.
ISBN:
9780429095290
Fiziksel Tanımlama:
1 online resource
İçerik:
chapter 1. Introduction to the big data era / Stephan Kudyba and Matthew Kwatinetz -- chapter 2. Information creation through analytics / Stephan Kudyba -- chapter 3. Big data analytics : architectures, implementation methodology, and tools / Wullianallur Raghupathi and Viju Raghupathi -- chapter 4. Data mining methods and the rise of big data / Wayne Thompson -- chapter 5. Data management and the model creation process of structured data for mining and analytics / Stephan Kudyba -- chapter 6. The internet : a source of new data for mining in marketing / Robert Young -- chapter 7. Mining and analytics in e-commerce / Stephan Kudyba -- chapter 8. Streaming data in the age of big data / Billie Anderson and J. Michael Hardin -- chapter 9. Using CEP for real-time data mining / Steven Barber -- chapter 10. Transforming unstructured data into useful information / Meta S. Brown -- chapter 11. Mining big textual data / Ivioannis Korkontzelos -- chapter 12. The new medical frontier : real-time wireless medical data acquisition for 21st-century healthcare and data mining challenges / David Lubliner and Stephan Kudyba.
Özet:
Foreword : Big data and analytics promise to change virtually every industry and business function over the next decade. Any organization that gets started early with big data can gain a significant competitive edge. Just as early analytical competitors in the small data era (including Capital One bank, Progressive Insurance, and Marriott hotels) moved out ahead of their competitors and built a sizable competitive edge, the time is now for firms to seize the big data opportunity. As this book describes, the potential of big data is enabled by ubiquitous computing and data gathering devices; sensors and microprocessors will soon be everywhere. Virtually every mechanical or electronic device can leave a trail that describes its performance, location, or state. These devices, and the people who use them, communicate through the Internet--which leads to another vast data source. When all these bits are combined with those from other media--wireless and wired telephony, cable, satellite, and so forth--the future of data appears even bigger. The availability of all this data means that virtually every business or organizational activity can be viewed as a big data problem or initiative. Manufacturing, in which most machines already have one or more microprocessors, is increasingly a big data environment. Consumer marketing, with myriad customer touchpoints and clickstreams, is already a big data problem. Google has even described its self-driving car as a big data project. Big data is undeniably a big deal, but it needs to be put in context-- Provided by publisher.
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Kütüphane | Materyal Türü | Demirbaş Numarası | Yer Numarası | Durumu/İade Tarihi | Materyal Ayırtma |
|---|---|---|---|---|---|
Arıyor... | E-Kitap | 539700-1001 | HD30.28 .B544 2014 | Arıyor... | Arıyor... |
