title,doi,url,abstract,journal,publication_year,pmid,arxiv Semantics Based Automatic Check Detection, https://doi.org/10.32628/IJSRCSEIT, https://ijsrcseit.com/CSEIT1831164, Most of the web services exist without explicit associated semantic descriptions. As a result many services that are relevant to a specific user service request may not be considered during service discovery. In this project we address the issue of web service discovery given no explicit service description semantics that match a specific service request. Our approach to semantic based web service discovery involves semantic-based service categorization and semantic enhancement of the service request. ontology framework based solution achieves the functional level. Additionally I utilize clustering for accurately classifying the web services based on service functionality, International Journal of Scientific Research in Computer Science Engineering and Information Technology, 2018, CSEIT1831164