1. 1.  Sahaj Chavda, Saurabh Jain, Nikunj Panchal, Manisha Valera,(2017) Recent Trends and Novel Approaches in Web Usage Mining on International Research Journal of Engineering and Technology (IRJET), Volume: 04 Issue: 04, e-ISSN: 2395 -0056.
   2. Surbhi Sharma, Dinesh Soni, Dr. Arvind K Sharma(2017) Explorative Study of Web Data Mining Techniques and Tools: A Review on International Journal of Computer Science And Technology, IJCST Vol. 8, Issue 1, ISSN : 2229-4333.
   3. P.Sukumar,L.Robert, S.Yuvaraj(2016) Review on Modern Data Preprocessing Techniques in Web usage mining (CSITSS) Oct2016,DOI:10.1109/CSITSS.2016.7779441
   4. Tanya Bhattacharya, Arunima jaiswal,Vaibhav nagpal (2016) Web usage mining and text mining in the environment of web personalized for ontology development recommender system: International Conference in Reliability, Infocom Technologies and Optimization(ICRITO),DOI:10.1109/ICRITO.2016.7784 930
   5.  Suharjito, Diana, Herianto (2016) Implementation of classification technique in web usage mining of Banking company: International Conference in 2016 International Seminar on Intelligent Technology and ItsApplications(ISITIA),DOI:10.1109/ISITIA.2016.78286 60.
   6. Sanjay Kumar Dwivedi, Bhupesh Rawat(2015) A review paper on data preprocessing: A critical phase in web usage mining process In: International Conference on Green Computing and Internet of Things (ICGCIoT),DOI: 10.1109/ICGCIoT.2015.7380517
   7. Zhang Huiying, Liang Wei, An Intelligent Algorithm of Data Pre-processing in Web Usage Mining, 5Ih World Congress an Intelligent Control and Automation.