| Title: |
Semantic Awareness in Automated Web Service Composition through Planning |
| Author(s): |
O. Hatzi, D. Vrakas, N. Bassiliades, D. Anagnostopoulos, I. Vlahavas.
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| Availability: |
Click here to download the PDF (Acrobat Reader) file (10 pages).
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| Keywords: |
Automatic Web Service Composition, Semantic Web Services, AI Planning, Semantic Awareness, Semantic Matching Relaxation.
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| Appeared in: |
6th Hellenic Conference on Artificial Intelligence (SETN 2010), Springer, LNAI, Vol. 6040, pp. 123-132, Athens, Greece, 4-7 May, 2010.
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| Abstract: |
PORSCE II is a framework that performs automatic web service composition by transforming the composition problem into AI planning terms and utilizing external planners to obtain solutions. A distinctive feature of the system is that throughout the entire process, it achieves semantic awareness by exploiting semantic information extracted from the OWL-S descriptions of the available atomic web services and the corresponding ontologies. This information is then used in order to enhance the planning domain and problem. Semantic awareness facilitates approximations when searching for suitable atomic services, as well as modification of the produced composite service. The alternatives for modification include the replacement of a certain atomic service that takes part in the composite service by an equivalent or a semantically relevant service, the replacement of an atomic service through planning, or the replanning from a certain point in the composite service. The system also provides semantic representation of the produced composite service. |
| See also : |
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This paper has been cited by the following:
| 1 |
Luca Bevilacqua, Angelo Furno, Vladimiro Scotto di Carlo, Eugenio Zimeo, "A Tool for Automatic Generation of WS-BPEL Compositions from OWL-S described services", 5th International Conference on Software, Knowledge Information, Industrial Management and Applications (SKIMA), 2011 |
| 2 |
Ramide Dantas, Ernani Azevedo, Cyrus Dias, Thiago Lima, Djamel Sadok,
Carlos Kamienski, Borje Ohlman, "Facilitating Service Creation via
Partial Specification and Automated Composition," Services, IEEE
Congress on, pp. 303-310, 2011 IEEE World Congress on Services, 2011 |
| 3 |
Luca Bevilacqua, Angelo Furno, Vladimiro Scotto di Carlo, Eugenio Zimeo, "Automatic Generation Of Concrete Compositions In Adaptive Contexts", The Mediterranean Journal of Computers and Networks, Volume 8, Issue No. 4, October 2012. |
| 4 |
Zhang, P., Chen, E., “Pre-filtering based automatic composition of multi-QoS semantic web services”, (2012) High Technology Letters, 18 (3), pp. 295-301. |
| 5 |
E. Kaldeli, "Domain-Independent Planning for Services in Uncertain and Dynamic Environments", PhD Thesis, Institute of Mathematics and Computing Science, University of Groningen, The Netherlands, 2013 |
| 6 |
J. Puttonen, A. Lobov, "Semantics-based Composition of Factory Automation Processes Encapsulated by Web Services", IEEE Transactions on Industrial Informatics, 9 ( 4 ) , art. no. 6311467 , pp. 2349 – 2359, 2013. |
| 7 |
Puttonen, Juha Tapani, “A Semantically Enhanced Approach for Orchestration of Web Services in Factory Automation Systems”, PhD Thesis, Tampere University of Technology, Faculty of Engineering Sciences, Department of Mechanical Engineering and Industrial Systems, Tampere, Finland, 2014. |
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