35 citations · 41 across the 5 of their papers we have counts for
5 papers
A Framework for Mining Collectively-Behaving Bots in MMORPGs
Hyunsoo Kim, Jun Hee Kim, Jaeman Son +2
In MMORPGs (Massively Multiplayer Online Role-Playing Games), abnormal players (bots) using unauthorized automated programs to carry out pre-defined behaviors systematically and re…
Node Embedding for Homophilous Graphs with ARGEW: Augmentation of Random walks by Graph Edge Weights
Jun Hee Kim, Jaeman Son, Hyunsoo Kim +1
Representing nodes in a network as dense vectors node embeddings is important for understanding a given network and solving many downstream tasks. In particular, for weighted homop…
Show Me Your Account: Detecting MMORPG Game Bot Leveraging Financial Analysis with LSTM
Kyung Ho Park, Eunjo Lee, Huy Kang Kim
With the rapid growth of MMORPG market, game bot detection has become an essential task for maintaining stable in-game ecosystem. To classify bots from normal users, detection meth…
Game Data Mining Competition on Churn Prediction and Survival Analysis using Commercial Game Log Data
EunJo Lee, Yoonjae Jang, DuMim Yoon +14
Game companies avoid sharing their game data with external researchers. Only a few research groups have been granted limited access to game data so far. The reluctance of these com…
No Silk Road for Online Gamers!: Using Social Network Analysis to Unveil Black Markets in Online Games
Eunjo Lee, Jiyoung Woo, Hyoungshick Kim +1
Online game involves a very large number of users who are interconnected and interact with each other via the Internet. We studied the characteristics of exchanging virtual goods w…