Descriptive modeling in social sciences

Published on Sep 25, 20132544 Views

Knowledge Technologies Symposium 2013 - Ljubljana

Descriptive modeling in social sciences00:00

Motivation00:29

Banking crises dataset02:15

Descriptive <-> Predictive modeling03:38

Subgroups - 104:43

Subgroups - 205:34

Comments06:48

Examples are defined by attributes09:07

Features09:17

Why features are so important ?10:01

Handling imprecision of numerical attributes as unknown values11:29

Subgroup -> risk model conversion - 114:32

Subgroup -> risk model conversion - 216:33

Model A – USA, Spain17:47

Model A – Japan, Vietnam18:56

Model A – Sweden, Finland19:42

Model A -Cyprus20:28

Model B21:09

Model B – Bulgaria, Italy21:23

Model B – Sierra Leone, Portugal22:18

Comparative analysis EU countries in Model B22:45

World Bank governance indicators24:16

Results - 127:35

Results - 228:29

Conclusions29:54

Thank you for your attention!31:18