All Outputs (3)

A data mining framework to model consumer indebtedness with psychological factors (2014)
Presentation / Conference Contribution
Ladas, A., Ferguson, E., Garibaldi, J. M., & Aickelin, U. A data mining framework to model consumer indebtedness with psychological factors. Presented at IEEE International Conference on Data Mining: The Seventh International Workshop on Domain Driven Data Mining 2014 (DDDM 2014)

Modelling Consumer Indebtedness has proven to be a problem of complex nature. In this work we utilise Data Mining techniques and methods to explore the multifaceted aspect of Consumer Indebtedness by examining the contribution of Psychological Factor... Read More about A data mining framework to model consumer indebtedness with psychological factors.

Individual differences in behavioural inhibition explain free riding in public good games when punishment is expected but not implemented (2013)
Journal Article
Skatova, A., & Ferguson, E. (2013). Individual differences in behavioural inhibition explain free riding in public good games when punishment is expected but not implemented. Behavioral and Brain Functions, 9(3), https://doi.org/10.1186/1744-9081-9-3

Background: The literature on social dilemmas and punishment focuses on the behaviour of the punisher. However, to fully explain the effect of punishment on cooperation, it is important to understand the psychological mechanisms influencing the behav... Read More about Individual differences in behavioural inhibition explain free riding in public good games when punishment is expected but not implemented.

Using clustering to extract personality information from socio economic data
Presentation / Conference Contribution
Ladas, A., Aickelin, U., Garibaldi, J. M., & Ferguson, E. Using clustering to extract personality information from socio economic data. Presented at 12th UK Workshop on Computational Intelligence (UKCI 2012)

It has become apparent that models that have been applied widely in economics, including Machine Learning techniques and Data Mining methods, should take into consideration principles that derive from the theories of Personality Psychology in order t... Read More about Using clustering to extract personality information from socio economic data.