The invention provides a Web service discovery method based on comprehensive semantics, which comprises the following steps of extracting a user request and service center text information, performing semantic similarity processing on a text, matching the user request with the service center text according to comprehensive semantic similarity, and returning a service result of which the comprehensive semantic similarity meets the requirement to a user, the method is characterized in that when semantic similarity processing is carried out, part-of-speech conversion is carried out on adjectives or adverbs in Wordnet into nouns, and a part-of-speech conversion relation is established. Web service applications develop rapidly, but a large number of huge and redundant Web service applications are filled in the network, in a current semantic-based Web service discovery method, when the semantic similarity is calculated, the network is difficult to establish between different parts of speech of a Wordnet semantic network, the accuracy is low, the false rate of I/O interface similarity is high, texts and I/O interface information are difficult to comprehensively and fully utilize, therefore, the problem that the accuracy of the pushed service is low is effectively solved.