TY - GEN
T1 - Dependency Networks Extractions from Textual Sources in Criminology
T2 - 2nd IEEE International Conference on Big Data Computing Service and Applications, BigDataService 2016
AU - Trovati, Marcello
AU - Hodgson, Philip
AU - Hargreaves, Charlotte
AU - Baker, Andrew David
AU - Liu, Lu
AU - Bessis, Nik
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/5/19
Y1 - 2016/5/19
N2 - The acquisition and understanding of data is of paramount importance in any scientific context. However, the complexity of data due to its exponentially increasing size, its dynamical properties, and its internal contradictory information, raises huge challenges, which are at the core of Big Data science. In this paper, we discuss an automatic method to identify, rank and discover knowledge specifically focusing on Criminology research. Our main motivation is to create a set of tools to guide criminology experts through the decision process and knowledge discovery. In our validation we will show the clear potential of the proposed method.
AB - The acquisition and understanding of data is of paramount importance in any scientific context. However, the complexity of data due to its exponentially increasing size, its dynamical properties, and its internal contradictory information, raises huge challenges, which are at the core of Big Data science. In this paper, we discuss an automatic method to identify, rank and discover knowledge specifically focusing on Criminology research. Our main motivation is to create a set of tools to guide criminology experts through the decision process and knowledge discovery. In our validation we will show the clear potential of the proposed method.
KW - Big Data
KW - Criminology
KW - Network Theory
KW - Text Mining
UR - http://www.scopus.com/inward/record.url?scp=84973661045&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84973661045&partnerID=8YFLogxK
U2 - 10.1109/BigDataService.2016.19
DO - 10.1109/BigDataService.2016.19
M3 - Conference proceeding (ISBN)
AN - SCOPUS:84973661045
T3 - Proceedings - 2016 IEEE 2nd International Conference on Big Data Computing Service and Applications, BigDataService 2016
SP - 276
EP - 282
BT - Proceedings - 2016 IEEE 2nd International Conference on Big Data Computing Service and Applications, BigDataService 2016
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 29 March 2016 through 1 April 2016
ER -