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DATA MINING IN VIDEO GAMES
OVERVIEW / SUMMARY Why Mine video game Data From Mining to design Examples
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 DESIGN 1.LIVE 2.CLEAN & STORE 3.ANALYSE 4.HYPOTHESISE 5.TEST! 6.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 Industry Looked into data mining cycle Provided some examples Discussed about the privacy issues behind data mining
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