基于SOA的数据挖掘原型平台的设计与实现

DESIGNING AND IMPLEMENTING SOA-BASED PROTOTYPE PLATFORM OF DATA MINING

针对各类中小型企业在经营管理和决策制定过程中所提出的信息管理分析与辅助决策的实际需求,考虑到目前信息系统领域中已有的商用数据挖掘软件/工具中普遍存在的功能耦合性强、资源共享度低和可扩展性弱等问题,结合面向服务的系统体系架构SOA(Service-Oriented Architecture)的开放性、复用性、自治性和平台无关性等特点,提出了基于SOA的数据挖掘原型平台的设计和实现方案。基于Open ESB(Enterprise Service Bus,简称ESB)开发平台来构建系统的功能架构,完成其相应的主要服务组件/功能部件的研制工作。

For practical needs of various small and medium-sized enterprises in information management analysis and assisted decision-making requested in the process of their operation management and decision-making,and taking into account the disadvantages existed universally in commercial data mining software/tools in current information system field,such as function coupling,low resources sharing rate and weak scalability,we proposed a design and implementation scheme for an SOA-based data mining prototype platform in combination with the features of SOA including its openness,reusability,autonomy and platform-independent,etc.Based on Open ESB（Enterprise Service Bus,referred to as ESB） development platform,we built a function architecture of the system,and completed the development of corresponding major service and function components of the system.