The Semantic Web provides a common framework that allows data to be shared and reused across application, enterprise, and community boundaries. It involves publishing in languages specifically designed for data like (RDF) Resource Description Framework. In order to access the published data, it offers a query language named SPARQL. The goal of this study is to transform SPARQL queries to other SPARQL queries which can be executed more efficiently. Our main goal of transformation is to eliminate non-distinguished variables, which are source of extra complexity, where such elimination is possible. We rewrite SPARQL queries with property paths, which was introduced in SPARQL 1.1.