The goal of this paper is to study the relationship between icons and vocabularies. In the first stage, icons simplified from those designed by the Foundation of Culture and Education for Teaching Aids of Science and Technology are studied. In the second stage, original icons designed by the same foundation are studied. The tested users are students from elementary schools and colleges. Our experimental testing shows that the original and complex icons are helpful for one to understand the meanings. On the other hand, simplified icons usually makes one misunderstand their meanings. The recognition rate of meanings is in inverse proportion to the number of combination for icons combination. Students from colleges have higher communication rate of meanings than students from elementary schools. In addition, people's feelings on text words usually come from long-term education or training. The designers should consider the communication property of vocabularies. All vocabularies are not suitable to be expressed by visual icons. The experiences of one's everyday life have effects on the communication for meanings of icons.