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Handbook of research on organizational transformations through big data analytics

紀錄類型:	書目-語言資料,印刷品 : 單行本
其他作者:	PuranamKartikeya, 1981-
其他作者:	TavanaMadjid, 1957-
其他團體作者:	IGI Global
面頁冊數:	PDFs (529 pages).
標題:	Organizational change. -
標題:	Big data. -
標題:	Data mining. -
標題:	Agile business intelligence
標題:	Big data applications
標題:	Big data management
標題:	Business analytics
標題:	Data analysis
標題:	Decision support systems
標題:	Enterprise reporting
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-7272-7
附註:	Content Type: text
摘要註:	"This book not only catalogues the existing platforms and technologies, it explores new trends within the field of big data analytics (BDA) by presenting new and existing research materials and insights on the various approaches to BDA"--Provided by publisher.
ISBN:	9781466672734
內容註:	Business analytics and big data: driving organizational change / Dennis T. Kennedy, Dennis M. Crossen, Kathryn A. Szabat Predictive analytics / Sema A. Kalaian, Rafa M. Kasim Using big data opinion mining to predict rises and falls in the stock price index / Yoosin Kim, Michelle Jeong, Seung Ryul Jeong A modified stacking ensemble machine learning algorithm using genetic algorithms / Riyaz Sikora, O'la Al-Laymoun Organizational performance-design process: a discrete-events simulation approach / Hossein Arsham, Shaya Sheikh Data, information, and knowledge: developing an intangible assets strategy / G. Scott Erickson, Helen N. Rothberg Business analytics for business analysts in manufacturing / Coleen Wilder, Ceyhun Ozgur Big data transforming small and medium enterprises / Donna M. Schaeffer, Patrick C. Olson Nonprofit fundraising transformation through analytics / David George Vequist IV The role of business analytics in performance management / Kijpokin Kasemsap Evaluation of information awareness and understanding through different internal communication tools / Tanja Sedej, Damijan Mumel Empirical investigation on the evolution of BI maturity in Malaysian organizations / In Lih Ong, Pei Hwa Siew Cultural integration with strategic decision-making process in determining innovation performance: evidence from an Arab country setting / Ekaterini Galanou, Marios Katsioloudes A data warehouse integration methodology in support of collaborating SMEs / Marius Octavian Olaru, Maurizio Vincini Business intelligence, knowledge management, and customer relationship management technological support in enterprise competitive competence / Ming-Chang Lee Process improvements in supply chain operations: multi-firm case studies / Alan D. Smith Consumer information integration at pre-purchase: a discrete choice experiment / M. Deniz Dalman, Junhong Min Using data mining techniques and the choice of mode of text representation for improving the detection and filtering of spam / Reda Mohamed Hamou, Abdelmalek Amine Using supervised machine learning to explore energy consumption data in private sector housing / Mariya Sodenkamp, Konstantin Hopf, Thorsten Staake Application of data mining techniques on library circulation data for library material acquisition and budget allocation / Md. Hossain, Rashedur M. Rahman Some aspects of estimators for variance of normally distributed data / N. Hemachandra, Puja Sahu An exploration of backpropagation numerical algorithms in modeling US exchange rates / Salim Lahmiri Solving solid transportation problems with multi-choice cost and stochastic supply and demand / Sankar Kumar Roy, Deshabrata Roy Mahapatra Default probability prediction of credit applicants using a new fuzzy KNN method with optimal weights / Abbas Keramati, Niloofar Yousefi, Amin Omidvar.

Handbook of research on organizational transformations through big data analytics
Handbook of research on organizational transformations through big data analytics / Madjid Tavana and Kartikeya Puranam, editors. - PDFs (529 pages)..
Business analytics and big data: driving organizational change / Dennis T. Kennedy, Dennis M. Crossen, Kathryn A. Szabat.
Content Type: textMedia type: electronicCarrier type: online resourceRestricted to subscribers or individual electronic text purchasers..
Includes bibliographical references..
ISBN 9781466672734ISBN 9781466672727ISBN 9781466672758
Organizational change.Big data.Data mining.
Agile business intelligenceBig data applicationsBig data managementBusiness analyticsData analysisDecision support systemsEnterprise reporting

Puranam, Kartikeya

Handbook of research on organizational transformations through big data analytics
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200 1 $a Handbook of research on organizational transformations through big data analytics $f Madjid Tavana and Kartikeya Puranam, editors.
215 1 $a PDFs (529 pages).
300 $a Content Type: text
300 $a Media type: electronic
300 $a Carrier type: online resource
300 $a Restricted to subscribers or individual electronic text purchasers.
301 $a 10.4018/978-1-4666-7272-7
310 $a Also available in print.
320 $a Includes bibliographical references.
327 1 $a Business analytics and big data: driving organizational change / Dennis T. Kennedy, Dennis M. Crossen, Kathryn A. Szabat $a Predictive analytics / Sema A. Kalaian, Rafa M. Kasim $a Using big data opinion mining to predict rises and falls in the stock price index / Yoosin Kim, Michelle Jeong, Seung Ryul Jeong $a A modified stacking ensemble machine learning algorithm using genetic algorithms / Riyaz Sikora, O'la Al-Laymoun $a Organizational performance-design process: a discrete-events simulation approach / Hossein Arsham, Shaya Sheikh $a Data, information, and knowledge: developing an intangible assets strategy / G. Scott Erickson, Helen N. Rothberg $a Business analytics for business analysts in manufacturing / Coleen Wilder, Ceyhun Ozgur $a Big data transforming small and medium enterprises / Donna M. Schaeffer, Patrick C. Olson $a Nonprofit fundraising transformation through analytics / David George Vequist IV $a The role of business analytics in performance management / Kijpokin Kasemsap $a Evaluation of information awareness and understanding through different internal communication tools / Tanja Sedej, Damijan Mumel $a Empirical investigation on the evolution of BI maturity in Malaysian organizations / In Lih Ong, Pei Hwa Siew $a Cultural integration with strategic decision-making process in determining innovation performance: evidence from an Arab country setting / Ekaterini Galanou, Marios Katsioloudes $a A data warehouse integration methodology in support of collaborating SMEs / Marius Octavian Olaru, Maurizio Vincini $a Business intelligence, knowledge management, and customer relationship management technological support in enterprise competitive competence / Ming-Chang Lee $a Process improvements in supply chain operations: multi-firm case studies / Alan D. Smith $a Consumer information integration at pre-purchase: a discrete choice experiment / M. Deniz Dalman, Junhong Min $a Using data mining techniques and the choice of mode of text representation for improving the detection and filtering of spam / Reda Mohamed Hamou, Abdelmalek Amine $a Using supervised machine learning to explore energy consumption data in private sector housing / Mariya Sodenkamp, Konstantin Hopf, Thorsten Staake $a Application of data mining techniques on library circulation data for library material acquisition and budget allocation / Md. Hossain, Rashedur M. Rahman $a Some aspects of estimators for variance of normally distributed data / N. Hemachandra, Puja Sahu $a An exploration of backpropagation numerical algorithms in modeling US exchange rates / Salim Lahmiri $a Solving solid transportation problems with multi-choice cost and stochastic supply and demand / Sankar Kumar Roy, Deshabrata Roy Mahapatra $a Default probability prediction of credit applicants using a new fuzzy KNN method with optimal weights / Abbas Keramati, Niloofar Yousefi, Amin Omidvar.
330 $a "This book not only catalogues the existing platforms and technologies, it explores new trends within the field of big data analytics (BDA) by presenting new and existing research materials and insights on the various approaches to BDA"--Provided by publisher.
337 $a Mode of access: World Wide Web.
452 1 $1 001(DLC)2014036388
452 1 $1 300 $a Print version: $1 001(DLC) 2014036388 $1 0101 $a 1466672722; 9781466672727
606 $a Organizational change. $3 341707
606 $a Big data. $2 lc $3 384740
606 $a Data mining. $2 lc $3 384653
610 1 $a Agile business intelligence
610 1 $a Big data applications
610 1 $a Big data management
610 1 $a Business analytics
610 1 $a Data analysis
610 1 $a Decision support systems
610 1 $a Enterprise reporting
676 $a 006.3/12 $v 23
680 $a QA76.9.D343 $b .H48 2015e
702 1 $a Puranam $b Kartikeya $f 1981- $4 editor. $3 384739
702 1 $a Tavana $b Madjid $f 1957- $4 editor. $3 384738
712 0 2 $a IGI Global $4 publisher. $3 384552
856 7 $2 http $3 Chapter PDFs via platform $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-7272-7