The journal of Enterprise Information Systems (EIS) was founded in 2007 by Taylor & Francis, selected by the Web of Science Citation Index Expanded in 2008, and included in EI. The research collects 219 papers published in the EIS from 2007 to 2015, and explores valuable information such as the present situation and hotspot trends in the research of the enterprise information systems by extracting and analyzing the keyword of those papers. Finally, we analyze and comment on 9 related papers with considering the trends: enterprise architecture, cloud computing services, ontology and semantic, data science and social networking, enterprise integration and systems science. The research can help relevant scholars to understand EIS research situation, and have a mind to EIS research trends.