Design Self-Dealing Detection for Marketplaces

Suppose you are asked to build a machine learning solution for an online marketplace that detects self-dealing and other fake purchase activity. In such scenarios, a seller may operate or influence several buyer accounts to purchase their own products, with goals such as inflating order counts, improving search placement, producing fake reviews, or establishing a misleading transaction history. Your proposed system should address the following: What data you would collect.…