一种基于动态衰减的对话上下文管理方法及系统
By introducing a dual decay mechanism of time and frequency, and dynamically generating a moderating factor based on the current emotional intensity, the context management capability of the dialogue system is fundamentally improved.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- GUANGZHOU TAIDONG TECH CO LTD
- Filing Date
- 2025-12-17
- Publication Date
- 2026-07-17
AI Technical Summary
Existing dialogue systems suffer from storage bloat in long-term, multi-turn dialogue scenarios, are unable to simulate human forgetting mechanisms, lack dynamic decay over time and consideration of emotional intensity, resulting in inaccurate memory management and impacting user experience.
A dialogue context management method based on dynamic decay is adopted. Through a dual decay mechanism of time and frequency, a moderating factor is dynamically generated in combination with the current emotion intensity, the activation weight of memory items is calculated, a dialogue context vector is generated, and the ability of the dialogue management system is optimized.
This has improved the intelligence level of the dialogue system, significantly optimized the storage expansion and processing latency of the dialogue management system, and enhanced user satisfaction.
Smart Images
Figure CN121706805B_ABST