商品敘述：

Polymarket, a US-based prediction market platform owned by Blockratize Inc., was preparing to re-enter the US market in 2025 after clearing US regulatory hurdles and securing mainstream distribution partnerships. The company was planning a token generation event to launch a native crypto token ($POLY), framed primarily as a community and utility asset rather than a capital-raising instrument. A substantial portion was to be earmarked for an airdrop to past users; however, rumours of a potential token and airdrop spurred opportunistic airdrop farmers and wash traders to inflate their activity metrics on the platform to qualify. Using a wallet trading dataset, Polymarket could design a systematic, data-driven approach to identifying and excluding suspected wash traders from the airdrop, but how accurate would those models be and what would be the broader strategic, regulatory, and fairness implications? Hubert Pun is affiliated with Ivey Business School;Ryan Fazl is affiliated with Ivey Business School

涵蓋領域：

Analytics and data science;Data science;Information systems;Technology and analytics

相關資料：

, (W48912), p, by Hubert Pun, Ryan Fazl;
, (W48913), p, by Hubert Pun, Ryan Fazl;
, (W48914), p, by Hubert Pun, Ryan Fazl;
, (W48915), p, by Hubert Pun, Ryan Fazl;
, (W48916), p, by Hubert Pun, Ryan Fazl

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