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Data Mining in Video Games

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.

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Data Mining in Video Games

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  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 • LIVE • CLEAN & STORE • ANALYSE • HYPOTHESISE • TEST! • 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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