An edition of Handbook of research on organizational transformations through big data analytics
(2015)
Handbook of research on organizational transformations through big data analytics
by Madjid Tavana and Kartikeya Puranam
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"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"--
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Previews available in: English
Subjects
Data mining, Big data, Organizational change| Edition | Availability |
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Handbook of research on organizational transformations through big data analytics
2015, Business Science Reference
in English
1466672722 9781466672727
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Book Details
Table of Contents
Preface
Business analytics and big data : driving organizational change / Crossen, Szabat and Kennedy
Predictive analytics / Kalaian and Kasim
Using big data opinion mining to predict rises and falls in the stock price index / Kim, Jeong and Jeong
A modified stacking ensemble machine learning algorithm using genetic algorithms / Sikora and Al-Laymoun
Organizational performance-design process : a discrete-events simulation approach / Arsham
Data, information and knowledge : developing an intangible assets strategy / Erickson and Rothberg
Business analytics for business analysts in manufacturing / Wilder and Ozgur
Big data transforming small and medium enterprises / Schaeffer and Olson
Nonprofit fundraising transformation through analytics / Vequist
The role of business analytics in performance management / Kasemsap
Evaluation of information awareness and understanding through different internal communication tools / Sedej and Mumel
Empirical investigation on the evolution of bi maturity in malaysian organizations / Ong and Siew
Cultural integration with strategic decision-making process in determining innovation performance : evidence from an arab country setting / Galanou and Katsioloudes
A data warehouse integration methodology in support of collaborating SMEs / Olar and Vincini
Business intelligence, knowledge management and customer relationship management technological support in enterprise competitive competence / Lee
Process improvements in supply chain operations : multi-firm case studies / Smith
Sumer information integration at pre-purchase : a discrete choice experiment / Dalman and Min
Using data mining techniques and the choice of mode of text representation for improving the detection and filtering of spam / Hamou and Amine
Using supervised machine learning to explore energy consumption data in private sector housing / Sodenkamp, Hopf and Staake
Application of data mining techniques on library circulation data for library material acquisition and budget allocation / Hossain and Rahman
Some aspects of estimators for variance of normally distributed data / Hemachandra and Sahu
An exploration of back propagation numerical algorithms in modelling us exchange rate / Lahmiri
Solving solid transportation problem with multi-choice cost and stochastic supply and demand / Roy and Mahapatra
Default probability prediction of credit applicants using a new fuzzy knn method with optimal weights / Keramati, Yousefi and Omidvar.
Edition Notes
Includes bibliographical references and index.
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History
- Created November 13, 2020
- 5 revisions
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| October 1, 2024 | Edited by ImportBot | import existing book |
| April 13, 2023 | Edited by ImportBot | import existing book |
| December 4, 2022 | Edited by ImportBot | import existing book |
| February 26, 2022 | Edited by ImportBot | import existing book |
| November 13, 2020 | Created by MARC Bot | Imported from Library of Congress MARC record |