The internet's development led to the rapid development on the explosive exponential growth level. To look for useful information, search engines have become one of the most important network tools. This paper presents an improved algorithm that is based on purified webpage and compared with the conventional algorithms. The algorithm combines the advantages of keyword search method and signature (calculated fingerprint) search method for the removal of duplicate pages. The experiments results certify that the algorithm improve the recall and precision.