The paper discusses influence and effect of information retrieval process of biomedical literature and visualization design on user knowledge discovery, from the aspects of input and output, retieval process and information positioning, it introduces the interaction model of literature information retrieval process and analyzes approach of literature information visualization design, including color and font, statistical chart, list of categories and labels, layer structure and network pictures, etc.