【Purpose/significance】"Information Science"is an important platform that reflects the development and research hotspots of China’s information science. Exploring the changing of the journal, the evolution path of research hotspots and the knowledge base of the documents, which can provide direction and guidance for researchers and the journal.【Method/process】Taking 7393 articles of"Information Science"collected in CSSCI database from 1998 to 2017 as the research object, by using CiteSpace to analyze authors, institutions, keywords and citations, we make a comprehensive, systematic and visual exploration of the journal.【Result/conclusion】Papers published in Information Science closely revolve around the theories and practices of Library Science, Information Science and Information Management in China, and promote the development of disciplines while enhancing influence;the sources of manuscripts are extensive and relatively prominent elite groups are formed;the hotspots of publications show a changing trend from centralization to decentralization.