Title
Logical Analysis of Data as a tool for the analysis of Probabilistic Discrete Choice Behavior
Abstract
•We use Logical Analysis of Data to study Probabilistic Discrete Choice Behavior.•New techniques to generate small sets of patterns describing complex phenomena.•The entire procedure is computationally viable even for large data-sets.•It works only at the formal level, hence is applicable to many socio-economic analyses.•Application to the important case of the analysis of digital divide in Italy.
Year
DOI
Venue
2019
10.1016/j.cor.2018.04.014
Computers & Operations Research
Keywords
Field
DocType
Classification algorithms,Rule learning,Socio-economic analyses,Data analytics,Digital divide
Mathematical optimization,Discrete optimization,Logical analysis of data,Theoretical computer science,Discrete choice,Probabilistic logic,Phenomenon,Mathematics,The Internet
Journal
Volume
ISSN
Citations 
106
0305-0548
1
PageRank 
References 
Authors
0.35
20
4
Name
Order
Citations
PageRank
Renato Bruni112715.79
Gianpiero Bianchi231.40
Cosimo Dolente310.35
Claudio Leporelli4212.96