Back to Search Start Over

Big data and network analysis : A promising integration for decision-making

Authors :
Giuffrida, G
Gozzo, S.
Mazzeo Rinaldi, Francesco
Tomaselli, V.
Giuffrida, G
Gozzo, S.
Mazzeo Rinaldi, Francesco
Tomaselli, V.
Publication Year :
2017

Abstract

In recent years, we have witnessed an extraordinary growth in globally generated data. The automatic extraction of such extraordinary amount of data, together with innovative data mining and predictive analytics techniques, represents an innovative opportunity in supporting decision-making. Thus, the main aim of this paper is to explore the opportunity of integrating Big Data techniques with Network Analysis methods. In particular, our study employs descriptive measurements and clustering methods of Network Analysis in order to define relational structures within a Big Data set. We discuss a Big Data tool that collects and analyses information from user interactions with published news and comments about a case study related to a recent Italian constitutional review bill with important political implications.<br />QC 20180517

Details

Database :
OAIster
Notes :
English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1234923853
Document Type :
Electronic Resource
Full Text :
https://doi.org/10.1007.978-3-319-55477-8_15