Imagine you have been asked to come up with some player modelling systems by the game designers of a virtual cafe game (where players run a virtual cafe, set up the décor, cook dishes, and so on). What player modelling technique (one of clustering, churn prediction, flow, bartle's player type, Elo's performance rating, drama management) would you use for each situation, and (most importantly) why? If you need to assume things about the game or the data you’d collect, state those assumptions. (A) An approach to map from a series of features that describe a player to a prediction of whether they will buy a new piece of furniture or not ((B) an approach that can identify what types of players exist within the game from data (C) an approach that maps from a set of features to how much real-world money a player will spend in the game ? Make sure to give brief (~1-2 sentence) justifications for each answer.

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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Imagine you have been asked to come up with some player modelling systems by the game designers of a virtual cafe game (where players run a virtual cafe, set up the décor, cook dishes, and so on). What player modelling technique (one of clustering, churn prediction, flow, bartle's player type, Elo's performance rating, drama management) would you use for each situation, and (most importantly) why? If you need to assume things about the game or the data you’d collect, state those assumptions. (A) An approach to map from a series of features that describe a player to a prediction of whether they will buy a new piece of furniture or not ((B) an approach that can identify what types of players exist within the game from data (C) an approach that maps from a set of features to how much real-world money a player will spend in the game ? Make sure to give brief (~1-2 sentence) justifications for each answer.
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