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In this work, we show how to discover a semantic web service among a repository of web services. A new approach for web service discovery based on calculating the functions similarity. We define the Web service functions with Ontology Web Language (OWL). We wrote some rules for comparing two web services' parameters. Our algorithm compares the parameters of two web services' inputs/outputs by making a bipartite graph. We compute the similarity rate by using the Ford-Fulkerson algorithm. ThearXiv:2107.02609v1 fatcat:ofcmucgkdzd6da5mtydxwnvo2u