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DATA MINING IN VIDEO GAMES. OVERVIEW / SUMMARY Why Mine video game Data From Mining to design Examples.

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Presentation on theme: "DATA MINING IN VIDEO GAMES. OVERVIEW / SUMMARY Why Mine video game Data From Mining to design Examples."— Presentation transcript:

1 DATA MINING IN VIDEO GAMES

2 OVERVIEW / SUMMARY Why Mine video game Data From Mining to design Examples

3 WHY MINE VIDEO GAME DATA? Catch cases of fraud and misuse (“cheaters”) Improve game experience Increase revenue & cut production costs Increase customer happiness

4 FROM DATA MINING TO DESIGN 1.LIVE 2.CLEAN & STORE 3.ANALYSE 4.HYPOTHESISE 5.TEST! 6.IMPLEMENT

5 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

6 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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