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AgriRiskIDSS: Development of an intelligent decision support system for price risk management of agricultural product supply chain

机译:AgriRiskIDSS:开发用于农产品供应链价格风险管理的智能决策支持系统

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摘要

New and increasing competitive pressures derived from opening market, consumer growing behavior and global trade patterns have a strong exposure that the agricultural products sector faces many types of uncertainty and price volatility. Consequently, the risk associated with price uncertainties has been wreaked havoc on the financial performance of the agricultural products stakeholders. An intelligent decision support system for price risk management across agricultural products supply chain (AgriRiskIDSS) is developed as decision aids tools to help the stakeholders manage price risk. The intelligent technologies, i.e. vertical search engine and intelligent information processing technologies are adopted as the key development methods in order to resolve the internal problems relevant to data update and predication algorithm during the system development. This paper firstly analyzes the decision problems and user needs based on survey, then describes the system architecture and development, especially application of the intelligent technologies. At last some discussion and conclusions are given based on the experience of the system development and promotion.
机译:开放市场,消费者增长行为和全球贸易模式带来的新的和日益增加的竞争压力使农产品行业面临许多类型的不确定性和价格波动。因此,与价格不确定性有关的风险已严重破坏了农产品利益相关者的财务绩效。开发了用于整个农产品供应链的价格风险管理的智能决策支持系统(AgriRiskIDSS)作为决策辅助工具,可以帮助利益相关者管理价格风险。为了解决系统开发过程中与数据更新和预测算法有关的内部问题,采用了垂直搜索引擎和智能信息处理技术等智能技术作为关键开发方法。本文首先在调查的基础上分析决策问题和用户需求,然后介绍系统架构和开发,特别是智能技术的应用。最后根据系统开发和推广的经验给出了一些讨论和结论。

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