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Web Service Matchmaking by Subgraph Matching
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This is a serious drawback in a fast growing Internet that is facing the challenge to deal with an increasing number of published services. The proposed solutions to cope with this limitation consider the process part of a service description as a graph in the similarity measure. This kind of solutions has better accuracy but suffer from high computational complexity because they rely on time consuming graph matching tools.
To avoid this heavy time computing overhead, we propose in this paper a solution that decomposes the process graph into smaller subgraphs and construct similarity of web services based on the similarity of their subgraphs. Simulation results show that our solution is both accurate and fast to compute. References Web ontology language for web services, http: Semantic matchmaking using ranked instance retrieval. Improved matchmaking algorithm for semantic web services based on bipartite graph matching.
On extending semantic matchmaking to include precondition and effect matching. Shortest-path kernels on graphs. Conference on Data Mining, pp.
A Graph Approach for Enhancing Process Models Matchmaking
We present a novel service matchmaking approach based on the internal process of services. We model service internal processes using finite state machines and use various heuristics to find structural similarities between services. Further, we use a process ontology that captures the semantic relations between processes. This semantic information is then used to determine semantic similarities between processes and to compute match rates of services.
We develop a case study to illustrate the benefits of using process-based matchmaking of services and to evaluate strengths of the different heuristics we propose. This is a preview of subscription content, log in to check access Preview Unable to display preview.
Distributed Matchmaking and Ranking of Web APIs Exploiting Descriptions from Web Sources Luca Panziera, Marco Comerio, Matteo Palmonari and Flavio De Paoli to distributed matchmaking and ranking of Web APIs based on are coordinated by Service Matching Orchestrators to imple-.
Introduction to the Special Issue: The promise of the Semantic Web is to make machine understandable all the information available on the Web. The knowledge on any specific domain can be stored in an explicit and reusable format by means of ontology languages. Moreover, exploiting the formal semantics of ontology languages, implicit knowledge can be elicited through automated reasoning mechanisms.
Semantic Web technologies open new scenarios and suggest new approaches to classical problems. The envisaged applications are obvious in e-commerce, Web services, and peer-to-peer interaction, to mention a few.
On the evaluation of semantic web service matchmaking systems
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method with semantic matchmaking which could be used in remote medical systems. Adding ontology related The matching Web Services returned by these algorithms were not always A Method of Web Service Discovery based on Semantic Message Bipartite Matching for Remote Medical System., .
Web service matchmaking Authors and affiliations Thus, syntactic measures are unable to detect the high level of similarity between these descriptions and wrongly return the web service as irrelevant to the request. Within ultimatch-nl, the selected similarity measures will be adopted by separate variants of the signature-based filter. Is applied to obtain the maximum similarity between the two sets of queried components. Are their corresponding weights.
The analysis creates a discriminant function, which is a linear combination of the weightings and scores on these variables. In order to see related information, you need to. In the following, the reasons for failure of owls-mx2 are identified and described with typical examples.
Semantic Matchmaking Algorithms – Semantic Scholar
Comment Software applications as web services which can be invoked remotely by users In this paper we argue that, in many situations, the service discovery process The capability to easily find useful services software applications, software components, scientific computations becomes increasingly critical in several fields. Recent works have demonstrated that this approach is not sufficient to discover relevant components. In this paper we argue that, in many situations, the service discovery should be based on the specification of service behavior.
Web service (WS) discovery is a prerequisite for achieving WS composition and orchestration. Although a lot of research has been conducted on the functional discovery of WSs, the proposed techniques fall short when faced with the foreseen increase in the number of (potentially functionally-equivalent) WSs.
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The Google file system
The popularity has driven standardization efforts in the areas of service advertisement and invocation and services specified using these standards are termed as Web services. A Web service is self containing, self describing application that can be deployed, published and invoked over the Internet. The publish-find-bind approach is the fundamental idea behind Service Oriented Architectures that web services aim to implement.
The proposed matchmaking algorithm operates over Manufacturing Service Description Language (MSDL), an ontology for formal representation of manufacturing services. Since MSDL descriptions can be represented as directed labeled trees, a tree matching approach is implemented in this work.
Recent works have demonstrated that this approach is not sufficient to discover relevant components. In this paper we argue that, in many situations, the service discovery should be based on the specification of service behavior in particular, the conversation protocol. The idea behind is to develop matching techniques that operate on behavior models and allow delivery of partial matches and evaluation of semantic distance between these matches and the user requirements.
Consequently, even if a service satisfying exactly the user requirements does not exist, the most similar ones will be retrieved and proposed for reuse by extension or modification. To do so, we reduce the problem of behavioral matching to a graph matching problem and we adapt existing algorithms for this purpose.
A prototype is presented available as a web service which takes as input two conversation protocols and evaluates the semantic distance between them; the prototype provides also the script of edit operations that can be used to alter the first model to render it identical with the second one.