2010 Fiscal Year Final Research Report
Data Mining of Movement and Action Logs of MMORPG Players
| Project/Area Number |
20500146
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Intelligent informatics
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| Research Institution | Ritsumeikan University |
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Principal Investigator |
THAWONMAS Ruck Ritsumeikan University, 情報理工学部, 教授 (50320122)
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| Project Period (FY) |
2008 – 2010
|
| Keywords | 行動分析 / 移動分析 / アクセス分析 / ボット発見 / オンラインゲーム |
|---|
| Research Abstract |
Research findings cover three data mining topics for improving the service quality of online games, i.e., 1. user clustering based on action and/or movement log, 2. detection of misconduct users based on item log, and 3. prediction of retiring users based on game revisit patterns. In addition to online games, these results also have high potential for applications that provide personalized services under ubiquitous IT environment.
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Research Products
(15 results)
