基于语义和规则的事件驱动面向服务的农业推荐系统

Z. Laliwala, V. Sorathia, S. Chaudhary
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引用次数: 32

摘要

农业信息系统(AIS)是为农民和农业专业人员的利益而创建、维护和发布的丰富信息来源。正在进行的研究已经产生了关于农业实践各个方面的最佳实践的知识,以提高产量。另一方面,信息技术和传感器技术的进步为知情决策提供了新的信息渠道,并利用近乎实时的数据监测来提供有效的建议。即使在这种情况下,从分布式异构的AIS源中寻找、提取和集成信息,并与实时事件(如气候条件的变化、市场的变化等)同化,也引发了一些有趣的问题。我们需要一种机制,根据事件收集和整合来自分散来源的信息,并根据用户的上下文、位置和需求向最终用户提供精确的建议。在本文中,我们提出了一种基于语义和规则的事件驱动的面向服务架构,以促进分布式和异构web托管AIS服务的无缝和有意义的信息集成和互操作,从而提供由实时事件和用户偏好驱动的个性化推荐。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Semantic and Rule Based Event-driven Services-Oriented Agricultural Recommendation System
Agricultural Information Systems (AIS) are rich sources of information being created, maintained and published for the benefit of farmers and agroprofessionals. Ongoing research has generated knowledge regarding best practices in various aspects for farming practices to improve the yield. On the other hand, advancements in information technology and sensor technology have enabled new avenues of information for informed decisions and to utilize near real-time monitoring of data to provide effective recommendations. Even in this scenario, finding, extracting and integrating information from distributed heterogeneous sources of AIS and assimilating with realtime events like change in climatic conditions, change in market etc have raised interesting issues. We need a mechanism to collect and integrate information from scattered sources according to events and to notify the end-users with precise recommendations according to user context, location and requirements. In this paper, we propose a semantic and rule based event-driven Services- Oriented Architecture to facilitate the seamless and meaningful information integration and interoperation of distributed and heterogeneous web hosted AIS services to deliver personalized recommendation driven by real-time events and user preferences.
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