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Data Mining in Video Games
Overview / SUMMARY Why Mine video game Data From Mining to designExamples
Why mine video game data?Catch cases of fraud and misuse (“cheaters”) Improve game experience Increase revenue & cut production costs Increase customer happiness
From data mining to designLIVE CLEAN & STORE ANALYSE HYPOTHESISE TEST! IMPLEMENT
Examples World of Warcraft Armory (mining done by players)Data Genetics A better strategy to well known games: Rock Paper Scissors RISK Candy Crush Hangman
Summary Discussed the benefits of Data Mining for the Gaming IndustryLooked into data mining cycle Provided some examples Discussed about the privacy issues behind data mining
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Figure 1 to 3: The M-Fun assesses children’s performance skills in typical school work occupations, including activities such as writing, drawing, colouring.
Data Mining in Computer Games By Adib Adam Hussain & Mohammed Sarfraz.
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Eponine Lupo. Questions from last time 3 player games Games larger than 2x2—rock, paper, scissors Review/explain Nash Equilibrium Nash Equilibrium.
Introduction BIM. Objectives Nature of Data Mining Data Mining Tools Ethics Online Survey Techniques Interpret Data.
Non-cooperative Game Theory Notes by Alberto Bressan.
ECONOMICS Capitalism / Socialism / Communism. CAPITALISM Private Ownership of Property (students started with your own candy) Freedom of Competition (students.
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Everyday life can be very different in various parts of the world. While you are in school, other young people are working many hours a day. In Canada,
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