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Applied big data analytics in operat...

Kumar, Manish,

Applied big data analytics in operations management

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Applied big data analytics in operations managementManish Kumar [editor].
其他作者:	Kumar, Manish,
出版者:	Hershey, Pennsylvania :IGI Global,[2017]
面頁冊數:	1 online resource (250 p.) :ill.
標題:	Data mining.
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0886-1
ISBN:	9781522508878 (ebk.)

Applied big data analytics in operations management
Applied big data analytics in operations management[electronic resource] /Manish Kumar [editor]. - Hershey, Pennsylvania :IGI Global,[2017] - 1 online resource (250 p.) :ill.

Includes bibliographical references and index.

Big data in operation management / Arushi Jain, Vishal Bhatnagar -- Application of artificial neural networks in predicting the degradation of tram tracks using maintenance data / Sara Moridpour, Ehsan Mazloumi, Reyhaneh Hesami -- ZAMREN big data management (ZAMBiDM) envisaging efficiency and analytically manage IT resources / Jameson Mbale -- Predictive analytics in operations management / Harsh Jain, Amrit Pal, Manish Kumar -- Pros and cons of applying opinion mining on operation management: a big data perspective / Mahima Goyal, Vishal Bhatnagar -- A conceptual framework for educational system operation management synchronous with big data approach / Ganeshayya Ishwarayya Shidaganti, Prakash S -- Management of SME's semi structured data using semantic technique / Saravjeet Singh, Jaiteg Singh -- An overview of big data security with Hadoop framework / Jaya Singh, Ashish Maruti Gimekar, S. Venkatesan.

Restricted to subscribers or individual electronic text purchasers.

"This book addresses the issues surrounding the search for each organization's unique data management needs, defining the tools necessary to fulfill them within their technological ecosystem, along with the selection, interoperability, and integration of these tools"--Provided by publisher.

Mode of access: World Wide Web.

ISBN: 9781522508878 (ebk.)Subjects--Topical Terms:

184440
Data mining.
Subjects--Index Terms:

Business analytics

LC Class. No.: QA76.9.D343 / A67 2017e

Dewey Class. No.: 006.312

Applied big data analytics in operations management
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245 0 0 $a Applied big data analytics in operations management $h [electronic resource] / $c Manish Kumar [editor].
260 $a Hershey, Pennsylvania : $b IGI Global, $c [2017]
300 $a 1 online resource (250 p.) : $b ill.
504 $a Includes bibliographical references and index.
505 0 $a Big data in operation management / Arushi Jain, Vishal Bhatnagar -- Application of artificial neural networks in predicting the degradation of tram tracks using maintenance data / Sara Moridpour, Ehsan Mazloumi, Reyhaneh Hesami -- ZAMREN big data management (ZAMBiDM) envisaging efficiency and analytically manage IT resources / Jameson Mbale -- Predictive analytics in operations management / Harsh Jain, Amrit Pal, Manish Kumar -- Pros and cons of applying opinion mining on operation management: a big data perspective / Mahima Goyal, Vishal Bhatnagar -- A conceptual framework for educational system operation management synchronous with big data approach / Ganeshayya Ishwarayya Shidaganti, Prakash S -- Management of SME's semi structured data using semantic technique / Saravjeet Singh, Jaiteg Singh -- An overview of big data security with Hadoop framework / Jaya Singh, Ashish Maruti Gimekar, S. Venkatesan.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 3 $a "This book addresses the issues surrounding the search for each organization's unique data management needs, defining the tools necessary to fulfill them within their technological ecosystem, along with the selection, interoperability, and integration of these tools"--Provided by publisher.
530 $a Also available in print.
538 $a Mode of access: World Wide Web.
588 $a Description based on title screen (IGI Global, viewed 10/12/2016).
650 0 $a Data mining. $3 184440
650 0 $a Big data. $3 609582
650 0 $a Operations research. $3 182516
653 $a Business analytics
653 $a Customer-centric business
653 $a Educational systems
653 $a Maintenance data
653 $a Neural networks
653 $a Opinion mining
653 $a Predictive analytics
653 $a Semi-structured data
700 1 $a Kumar, Manish, $e editor. $3 777513
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0886-1