1 / 6

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.

vonda
Download Presentation

Data Mining in Video Games

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

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 • 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

More Related