Culture plays an important role in a country. The Myanmar people have their own culture and literature. In the age of information, understanding and retrieving relevant information is of paramount importance. The special query language is required to retrieve the information in a semantic manner in order to apply on the huge web and database. The users need to know the semantic query to get the semantic results instead of Natural Language Query (NLQ). The existing information retrieval methodologies generally have problems with keyword-search cannot give actual search result. In this paper, we proposed rules-based query conversion for Cypher Query Language in Neo4j Graph Database. This system is developed in PHP (Hypertext Preprocessor) language. We consider Myanmar Cultural Heritage as a case study.