Artificial Intelligence

   

Author Attribution in the Bitcoin Blocksize Debate on Reddit

Authors: Andre Haynes

The block size debate has been a contentious issue in the Bitcoin com- munity on the social media platform Reddit. Many members of the com- munity suspect there have been organized attempts to manipulate the debate, from people using multiple accounts to over-represent and mis- represent some sides of the debate. The following analysis uses techniques from authorship attribution and machine learning to determine whether comments from user accounts that are active in the debate are from the same author. The techniques used are able to recall over 90% of all in- stances of multiple account use and achieve up to 72% for the true positive rate.

Comments: 18 Pages.

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Submission history

[v1] 2015-07-19 01:46:47

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