Title :
An approach to service composition using monotonic inheritance
Author :
Li, Chang-Yun ; Liao, Li-Jun ; Liang, Ai-Nan
Author_Institution :
Dept. of Comput., Zhuzhou Inst. of Technol., China
Abstract :
OWL-S can´t provide sufficient support for automatic composition of Web services. An ontology model capable of overriding declaration and expressing virtual class is defined by introducing into a monotonic inheritance mechanism. A method and framework of automatic composition of Web services at knowledge level are proposed. The hierarchical matching from abstract to concretion in process ontology solves the task decomposing at high level and goal planning. Three kinds of comprehensive searching strategies are used to seek appropriate service from coarse granularity to thin granularity in turn.
Keywords :
formal specification; inheritance; ontologies (artificial intelligence); semantic Web; OWL-S; Web service composition; coarse granularity; goal planning; hierarchical matching; monotonic inheritance; ontology model; process ontology; semantic Web services; task decomposition; thin granularity; virtual class; Grounding; Loans and mortgages; Markup languages; OWL; Object oriented modeling; Ontologies; Process planning; Resource description framework; Semantic Web; Web services; Semantic web services; monotonic inheritance; ontology; process model;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527242