Thank you for your interest in our HCR Lab DataSet. Please click on the link below to download Dataset.

※ Download links are as follows:

1.1. Data Set Release

＊Player information features
https://www.dropbox.com/sh/u45hfcwsrgf7xm2/AABjD-z3gTbBpkTLHgRDO0eWa?dl=0

＊ -> (Data aggregation) -> Results
https://www.dropbox.com/sh/2vck2ah50fxiyjx/AACTdtY_enPtXd9xQDOSHZS5a?dl=0

＊Player actions features
https://www.dropbox.com/sh/ws7t0lwfbnywpys/AAA11TnbdiXIcmG_VqRcNytDa?dl=0

＊ -> (Frequency & ratio analysis) -> Results
https://www.dropbox.com/sh/i318biadm77n24c/AAAv9jP78XGCeakblackqq2ja?dl=0

＊Group activities features
https://www.dropbox.com/sh/m5totfuii9ww2jg/AACuY_ImMHoWta1CnPBm548Xa?dl=0

＊ -> (Data aggregation) -> Results
https://www.dropbox.com/sh/yggrtnhhezam5fo/AAB4GYIcNUnxecXgnbLYVXbCa?dl=0

＊Social interaction diversity features
https://www.dropbox.com/sh/u45hfcwsrgf7xm2/AABjD-z3gTbBpkTLHgRDO0eWa?dl=0

＊ -> (Entropy analysis) -> Results
https://www.dropbox.com/sh/msk0ruogq5hdqdk/AAAbEMo4ScTOKm_KnssTcYjTa?dl=0

＊Network measures features
https://www.dropbox.com/sh/k9sno8jjk3vs0j8/AADJFA5bX8vrPsch-IjRjWOSa?dl=0

＊ -> (Clustering) -> Results
https://www.dropbox.com/sh/xlc5so8bzhf1ctr/AABJGIPAmEGo_bumLjZGkvPKa?dl=0

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1.2. Feature Selection

＊Best-first Search Weka Result
https://www.dropbox.com/sh/ckex69junht505z/AAAvLvNhDl8g10fJ6NTFXcF3a?dl=0

＊Greedy-stepwise Search Weka Result
https://www.dropbox.com/sh/csaxcbkpu4hfguo/AAD_sV_CRRGaQ4VxVxLyvgpla?dl=0

＊Information Gain Ranking filter Weka Result
https://www.dropbox.com/sh/rnpgtgukg3y1d8s/AADyxpMc1cW7Qnqm8XqlU0TJa?dl=0

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1.3. Classification & Evaluation

＊Decision tree with Feature_Set1 Weka Result
https://www.dropbox.com/sh/icaq41ng031kg48/AABf7D5vovapGeTx7wLc18bWa?dl=0

＊Random forest with Feature_Set1 Weka Result
https://www.dropbox.com/sh/s9njnd8zeeq9y5f/AAChlYp_acmwVbkfgSK9C9pKa?dl=0

＊Logistic regression with Feature_Set1 Weka Result
https://www.dropbox.com/sh/faw12qmr1geiwrx/AADxP9uh0JeC9-bwNr3LgNf4a?dl=0

＊Naïve Bayes with Feature_Set1 Weka Result
https://www.dropbox.com/sh/3xhns24h3fhr64y/AAAX1sOJWcPDwGDoUipEmbXGa?dl=0

＊Decision tree with Feature_Set2 Weka Result
https://www.dropbox.com/sh/v8znp5rvjyfzgi5/AADs0Vh6P3M1XAHQTC2IziALa?dl=0

＊Random forest with Feature_Set2 Weka Result
https://www.dropbox.com/sh/c9av4nd5xhk1kjo/AADLPPjA0wosJ5ozClBlzl92a?dl=0

＊Logistic regression with Feature_Set2 Weka Result
https://www.dropbox.com/sh/zonpwvr6znmd2eu/AAD3ZC0mHTuOa3JRApQrdUnka?dl=0

＊Naïve Bayes with Feature_Set2 Weka Result
https://www.dropbox.com/sh/pc8glbd25dhwmau/AADIxZxllt36HC6u7CyzeamAa?dl=0

＊Decision tree with Feature_Set3 Weka Result
https://www.dropbox.com/sh/7vvaqq5je5tc6ku/AAA7znonZtxTOfBztInmKr9ja?dl=0

＊Random forest with Feature_Set3 Weka Result
https://www.dropbox.com/sh/ywkiwxfncpbt8l2/AAA-4lLxig3Y3iImq4Xy4JT-a?dl=0

＊Logistic regression with Feature_Set3 Weka Result
https://www.dropbox.com/sh/tk9esspomisuday/AACJx5HKcFW8ZQjyg4QBAvkGa?dl=0

＊Naïve Bayes with Feature_Set3 Weka Result
https://www.dropbox.com/sh/dnl3nd3mivzpi4x/AADhLg3GoEgMeup-0dMbqQkBa?dl=0

★ If you have found our dataset helpful in your research, please consider citing our paper:
Kang, A. R., Jeong, S. H., Mohaisen, A., & Kim, H. K. (2016). Multimodal game bot detection using user behavioral characteristics. SpringerPlus, 5(1), 1-19.

★ You can get download link for the full paper and citation from the link below

For more information(including links for the full paper and citation), please visit:

https://ocslab.hksecurity.net/Datasets/game-bot-detection
https://sites.google.com/a/hksecurity.net/ocslab/Datasets/game-bot-detection

Thank you.