Characterizing the Value Creation in Organizations That Implement Big Data Environments

被引:2
作者
Furtado, Leonel [1 ]
Dutra, Moises [1 ]
Macedo, Douglas [1 ]
机构
[1] Univ Fed Santa Catarina, BR-88040900 Florianopolis, SC, Brazil
来源
TRANSDISCIPLINARY ENGINEERING: CROSSING BOUNDARIES | 2016年 / 4卷
关键词
Identification of value creation in organizations; Perception of value creation in organizations; Big Data; Predictive analytics;
D O I
10.3233/978-1-61499-703-0-915
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The identification of value creation in organizations is a complex process that involves internal and external factors to them. When applied to Big Data environments, this process becomes even more challenging because it takes also into account, from predictive analytics, the uncertainty about future processes of value creation. Big Data environments operate in a scale of large volumes of parallel-processed data; and aim to generate relevant information that otherwise would be impossible for traditional systems, especially if we expect a good performance of transaction speed and of coping with the extensive variety of data types, inherent to such environments. This paper aims to characterize the creation of value in organizations that implement Big Data. In order to fulfill this purpose, we undertook a theoretical study, which relied in a qualitative method approach of bibliographical, exploratory and descriptive nature. Finally, since this work is still on progress and it is not yet a conclusive proposal, we aim to compare our preliminary results to the typical perception of value creation, found in the literature. We also propose a discussion about the characterization of value creation in Big Data environments, to be taken further.
引用
收藏
页码:915 / 924
页数:10
相关论文
共 32 条
[1]  
Acito F., BUSINESS HORIZONS, V57, P565
[2]  
Akter S, 2016, ELECTRON MARK, P1
[3]   Value creation in e-business [J].
Amit, R ;
Zott, C .
STRATEGIC MANAGEMENT JOURNAL, 2001, 22 (6-7) :493-520
[4]  
[Anonymous], INT J DISTRIBUTED SE
[5]  
Babu MSP, 2014, 2014 5TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), P259, DOI 10.1109/ICSESS.2014.6933558
[6]   SoCoMo marketing for travel and tourism: Empowering co-creation of value [J].
Buhalis, Dimitrios ;
Foerste, Marie .
JOURNAL OF DESTINATION MARKETING & MANAGEMENT, 2015, 4 (03) :151-161
[7]  
Craft Max, 2015, 2015 Systems and Information Engineering Design Symposium. proceedings, P212, DOI 10.1109/SIEDS.2015.7116976
[8]  
Csillag J M., 1995, Analise do valor: metodologia do valor: engenharia do valor, gerenciamento do valor, reducao de custos, racionalizacao administrativa
[9]  
Davenport T.H., 2014, BIG DATA WORK DISPEL
[10]   Loyal to your city? A data mining analysis of a public service loyalty program [J].
De Cnudde, Sofie ;
Martens, David .
DECISION SUPPORT SYSTEMS, 2015, 73 :74-84