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