The main purpose of this study is to discuss and search the relationship between the theory of Saussure's Semiotics and the philosophy of ”Xiang” in the I-Ching. In this study, comparison method, literature research and historical research were applied to obtain the major point of relationship in sign for Saussure's theory and philosophy of ”Xiang” in the I-Ching. The findings: 1. There is an identical principle between ”signifier” and ”signified” of Saussure's theory and the ”Xiang” and ”meanings” in the I-Ching. 2. This two theories have the same point in ”accepting through common practice” is a critical element for sign. 3. I-Ching is a classic book in China, therefore, the study for ”Xiang” in the I-Ching is a cultural research that conforms with Saussure's point of view in Semiotics.