Taking journal articles included in Chinese Biomedical Database (CBM) as the data source, the paper begins with the important associated factor of publication author to implement the normalization mechanism study on affiliation name of authors based on co-occurrence analysis, and puts forward the algorithm of the same institution discovery on the basis of author co-occurrence. Recommended results of the algorithm is up to 85% by evaluation and measurement, which has better reference value.