Detection of illegal players in massively multiplayer online role playing game by classification algorithms

Zhongqqiang Zhang, Hiroaki Anada, Junpei Kawamoto, Kouichi Sakurai

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

Online games have become one of the most popular games in recent years. However, fraud such as real money trading and the use of game bot, has also increased accordingly. In order to maintain a balance in the virtual world, the operators of online games have taken a stern response to the players who conduct fraud. In this study, we have sorted out players' behaviors based on players' game playing time in order to support and find potentially illegal players in the MMORPG. In this paper, we added a topic model to the experiment and used k-means as a major tool to classify the players in the World of War craft Avatar History Dataset and find potentially illegal players.

Original languageEnglish
Title of host publicationProceedings - IEEE 29th International Conference on Advanced Information Networking and Applications, AINA 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages406-413
Number of pages8
Volume2015-April
ISBN (Electronic)9781479979042
DOIs
Publication statusPublished - Apr 29 2015
Event29th IEEE International Conference on Advanced Information Networking and Applications, AINA 2015 - Gwangju, Korea, Republic of
Duration: Mar 25 2015Mar 27 2015

Other

Other29th IEEE International Conference on Advanced Information Networking and Applications, AINA 2015
CountryKorea, Republic of
CityGwangju
Period3/25/153/27/15

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All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Zhang, Z., Anada, H., Kawamoto, J., & Sakurai, K. (2015). Detection of illegal players in massively multiplayer online role playing game by classification algorithms. In Proceedings - IEEE 29th International Conference on Advanced Information Networking and Applications, AINA 2015 (Vol. 2015-April, pp. 406-413). [7097999] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AINA.2015.214