• DR. DUSHYANTSINH B. RATHOD

Data cleaning perform in the Data Preprocessing and Web Usage Mining. The work on data cleaning of web server logs irrelevant items and useless data can not completely removed and Overlapped data causes difficulty during page ranking. K-means clustering algorithm had given 30% performance of web log data and Two-level clustering method to get pattern data for mining. It is going to improving 8% of the data quality, performance and efficiency of Web Log files

Web Usage Mining (WUM); Data cleaning; web log mining ; Web Page Mining; Preprocessing.

"Examination Based Old K-Means Cluster Algorithm and the Modern Multiple Cluster Discovery Algorithm", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 2, page no.35-38, February-2018, Available :http://www.jetir.org/papers/JETIR1802311.pdf

"Examination Based Old K-Means Cluster Algorithm and the Modern Multiple Cluster Discovery Algorithm", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 2, page no. pp35-38, February-2018, Available at : http://www.jetir.org/papers/JETIR1802311.pdf