Community Governance Solution for Xianyu: Task Management, User Segmentation, and Incentive System
The Xianyu community governance solution introduces a three‑pillar framework—Tasks, User Groups, and Rights—that leverages user‑reported content for self‑moderation, employs Alibaba Cloud SchedulerX for large‑scale task dispatch, segments users to control fatigue, and distributes real‑time incentives via Omega, achieving thousands of daily reports, 40% efficiency gains, and over 98% accuracy.
Background: Xianyu, a C2C marketplace, faces issues such as illegal listings and harmful language. The core challenge is transparent and reasonable control of these problems.
Approach: Leverage the platform’s community nature by returning user‑reported content to users for judgment, enabling community self‑governance.
Overall Design: The solution consists of three pillars – Tasks, User Groups, and Rights.
Tasks: Define events to be processed, covering lifecycle management, voting, question design, authentication, and reporting. Services provide APIs for creation, query, registration, claiming, voting, and notifications. Scheduling uses Alibaba Cloud SchedulerX for large‑scale, distributed task dispatch.
User Groups: Manage eligibility through segmentation, fatigue control, and filtering. Segmentation uses group profiling; fatigue control limits overload; filtering excludes special users such as original authors.
Rights: After task completion, users receive benefits via the Omega platform, which performs real‑time rights calculation based on streaming logs, ensuring idempotent distribution.
Supporting Capabilities: Real‑time log collection with SLS, offline analysis with MaxCompute, and stability measures including performance optimization and monitoring.
Results: Thousands of reports processed daily, 40% efficiency gain, >98% accuracy, increased user participation and education.
Outlook: Expand crowdsourced scenarios, refine user operations, and build professional reviewer mechanisms.
Xianyu Technology
Official account of the Xianyu technology team
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