目標(biāo)驅(qū)動—情境感知的柔性Web服務(wù)組合研究
[Abstract]:With the development of new information technology and network technology, the coupling of emergency and information technology becomes more complex, showing the characteristics of cross boundary, interaction and uncertainty, and its frequency and influence range are all increasing rapidly. In this case, agricultural emergency management information faces the greatest test is how to meet the immediate needs of emergencies, timely, accurate and rapid emergency organization, and cooperate with various departments and main bodies to make emergency response and processing. As a mode of resource integration, the core idea of Web services composition technology is to realize more powerful functions by effectively combining Web services resources with different functions, and then to solve more complex problems. Therefore, the research and development of Web service composition technology coincide with the needs of agricultural emergency management information construction, and can provide technical support for agricultural emergency management under the new environment. However, existing Web service composition methods usually adopt a predefined and complete service composition scheme, which is difficult to adapt to the uncertainty of user needs in emergency environment and the evolving characteristics of execution process. Therefore, in order to improve the efficiency and adaptability of service composition, it is necessary to fully consider the flexibility problems related to users, resources and situations in service composition. This paper focuses on the flexible requirements of each stage of the service composition life cycle, and studies the description of service composition, the automatic generation of service composition and the dynamic adjustment in the process of service execution. The main contents are as follows: (1) A service ontology model (Goal Context based Ontology Web Language of Services, GC-OWL-S) based on goal and context is proposed. The model extends and improves the OWL-S ontology from the perspective of the object-situation-service ternary problem, so that it includes not only the basic attributes of the service, but also the requirement target annotation of the service and the attributes of the situation on which the service depends. Thus, the domain, functional and non-functional characteristics of services are described better, which lays a foundation for the correct and complete description of composite services and the implementation of flexible services. (2) aiming at the uncertainty of user's demand and the evolving of situation, the dynamic intelligent planning knowledge model of service composition is established, and the corresponding dynamic intelligent planning method is designed. The model transforms the waiter problem into a dynamic intelligent planning problem and adopts a two-stage service generation strategy. According to the way of user goal decomposition and situation information matching, a service composition scheme is constructed to meet the user's preference requirements and situation constraints, which can automate the generation of service composition and enhance the accuracy and flexibility of service composition. (3) based on the analysis of the possible abnormal behavior in the execution process of the service composition scheme, a three-level dynamic adjustment mechanism of service repositioning, replanning and remodeling is proposed. The dynamic adjustment and optimization of the service composition scheme are realized to ensure the flexibility of the service composition scheme in operation to the maximum extent. (4) based on the above research, a framework of multi-level emergency decision-making system is designed, which involves the service description of emergency resources, the formulation of emergency action plan and the adjustment of action process. At the same time, the effectiveness and practicability of the above methods are verified in the application level.
【學(xué)位授予單位】:中國農(nóng)業(yè)大學(xué)
【學(xué)位級別】:博士
【學(xué)位授予年份】:2014
【分類號】:TP393.09
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