Towards the Identification of Players' Profiles Using Game's Data Analysis Based on Regression Model and Clustering.
Souhila BenmakreloufNeila MezghaniNadjia KaraPublished in: ASONAM (2015)
Keyphrases
- regression model
- data analysis
- game theory
- game play
- cluster analysis
- regression methods
- kernel regression
- cluster membership
- regression analysis
- clustering algorithm
- repeated games
- generalized linear models
- model selection
- board game
- video games
- imperfect information
- k means
- gaussian process
- clustering method
- prediction model
- online game
- game theoretic
- multi player
- computer games
- soccer game
- logistic regression models
- pure nash equilibria
- boolean games
- interval valued data
- high dimensional data
- linear model
- multivariate regression
- game mechanics
- target variable
- explanatory variables
- data mining
- survival analysis
- nash equilibrium
- support vector regression
- prediction intervals
- educational games
- game design
- regression method
- serious games
- game players
- linear regression model
- perfect information
- game playing
- independent variables