Handbook of research on organizational transformations through big data analytics
Madjid Tavana (LaSalle University, USA), Kartikeya Puranam (LaSalle University, USA)
| Year of publication: |
[2015]
|
|---|---|
| Other Persons: | Tavana, Madjid (ed.) ; Puranam, Kartikeya (ed.) |
| Publisher: |
Hershey, PA, USA : Business Science Reference |
| Subject: | Unternehmensanalyse | Business analysis | Data Mining | Data mining | Organisatorischer Wandel | Organizational change | Big Data | Nachweis | Organisationswandel |
| Description of contents: | Table of Contents [gbv.de] |
| Extent: | xxxi, 529 pages illustrations 29 cm |
|---|---|
| Series: | |
| Type of publication: | Book / Working Paper |
| Type of publication (narrower categories): | Sammelwerk ; Collection of articles of several authors |
| Language: | English |
| Notes: | Includes bibliographical references and index PrefaceBusiness 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. Abweichender Titel: Organizational transformations through big data analytics |
| ISBN: | 978-1-4666-7272-7 ; 978-1-4666-7273-4 ; 978-1-4666-7275-8 |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://ebvufind01.dmz1.zbw.eu/10011398169