An Automated Web Services Composition System Based on Service Classification and AI Planning

An Optimized Semantic Web Service Composition Method Based on Clustering and Ant Colony Algorithm

“…But still, have problems in composition operation, because either the description of web services and relations between them is not semantically and or was required to user intervention for composition of web services. To resolve the composition of web services without the need of user intervention, in [10], [11], [12], [13], [14] is proposed an automatic composition for web service composition. One of the main limitations in automatic composition is that is usable only for the dataset with less number of Web services.…”

Data mining algorithms for Web-services classification

“…Qi et al, [15] summarized existing web service composition approaches, and then a service classification management mechanism was presented to organize web services more efficiently and accurately. Finally, an automated web services composition system was designed consisted of two main parts: service management subsystem and service provision subsystem.…”

Web Services Composition Methods and Techniques: A Review

“…The dynamic composition creates process model and selects atomic services automatically and requires the requester to specify several constraints including the dependency of atomic, the user's preference and so on [2] Since, Manual web service composition is time-consuming and hard task, the automatic or computer aided (semiautomatic) composition of web services is a recent trend. Also the need for automatic composition of web services with the increasing number of web services available on the internet is become more and more important [29]. The automation [2]means that either the method can generate the process model automatically or the method can locate the correct services if an abstract process model.…”

“…At each step composer sends its request for proper next web service to a service finder. [29] presented a mechanism to classify web services into different types based on function automatically and then they design a web services composition system based on service classification and AI Planning that consists of two main parts: service management sub-system and service provision sub-system. The service management part is based on the service classification management mechanism and service provision part is to meet the need of users' request by AI Planning.…”

“…But, manual composition is time-consuming and hard task. Therefore in [4], [13], [29], [21], [32] are used from semantic to resolve disadvantages of manual composition that its composition manner is automatic and is not required to user intervention for performing composition. Static and Dynamic composition are two type of strategy that be discussed in section III.…”