HK-30131977-A2 - REPUTATION EVALUATION METHOD BASED ON PAYMENT RECORDS BETWEEN AGENTS AND SERVER
Abstract
This invention proposes a reputation evaluation method called AgentRank for large scale software agent ecosystems. The method builds a directed weighted transaction graph based on payments or transfer records between agents and models reputation propagation as a Markov process; by introducing a time decay function to emphasize recent transactions and introducing damping and teleportation terms to avoid subgraph traps the final steady state distribution is used as the basis for each agent's reputation score and ranking. This method can achieve computable updatable and economically cost constrained reputation measurement without relying on centralized platform human rating systems for scenarios such as agent discovery collaboration selection service pricing and risk control.
Inventors
- JIANAN YU
Assignees
- INSTANFT LIMITED
Dates
- Publication Date
- 20260508
- Application Date
- 20260205