Data Rich - But Information Poor
File version
Author(s)
Noran, Ovidiu
Griffith University Author(s)
Primary Supervisor
Other Supervisors
Editor(s)
CamarinhaMatos, LM
Afsarmanesh, H
Fornasiero, R
Date
Size
File type(s)
Location
License
Abstract
The article describes the missing link between the information type and quality required by the process of decision making and the knowledge provided using the recent developments of ‘big data’ technologies, with emphasis on management and control in systems of systems and collaborative networks. Using known theories of decision making, the article exposes a gap in present technology arising from the disparity between the large amount of patterns that can be identified in available data using data analytics, and the lack of technology that is able to provide a narrative that is necessary for timely and effective decision making. The conclusion is that a second level of situated logic is necessary for the efficient use of data analytics, so as to effectively support the dynamic configuration and reconfiguration of systems of systems for resilience, efficiency and other desired systemic properties.
Journal Title
IFIP Advances in Information and Communication Technology
Conference Title
Book Title
Edition
Volume
506
Issue
Thesis Type
Degree Program
School
Publisher link
Patent number
Funder(s)
Grant identifier(s)
Rights Statement
Rights Statement
Item Access Status
Note
Access the data
Related item(s)
Subject
Information systems organisation and management
Information systems
Information and computing sciences