Shashi B.

Work place: Chandigarh Engineering College/Department of I.T, Landran (Mohali), 140307, India

E-mail: cecm.infotech.shashi@gmail.com

Website:

Research Interests: Computer Architecture and Organization, Computing Platform, Data Structures and Algorithms

Biography

Shashi B. did his Ph.D from NIT, Kurukshetra, India in 2015. Dr. Bhushan is presently the Head of the Department ( Information Technology Department) at CEC, Landran since April 2011. He is having more than 20 years of academic and administrative experience. Dr. Bhushan has published more than 20 research papers in various National/International Journals of repute. He had also filed two patents under Intellectual Property Right (IPR) entitled ―System and Method of Self Destructive Program on Privacy‖ and ―Advance Server Protection Framework (ASPF)‖. He had haired the technical sessions in Technical Seminars and in National/International Conferences. He had also delivered the expert lecture in various Workshops and Faculty development Program. His areas of interest are Peer to Peer Networks, Mobile Computing and Databases.

Author Articles
MF-NB Learning Based Approach for Recommendation System

By Hutashan V. Bhagat Shashi B. Sachin M. Baad

DOI: https://doi.org/10.5815/ijitcs.2018.10.04, Pub. Date: 8 Oct. 2018

The Multi Factor-Naive Bayes classifier based recommendation system is analyzed with respect to the traditional KNN classifier based recommendation system. The classification of the web usage data is done on the basis of the keyword name, keyword count, inbound links and age group of the users. Whereas, in traditional KNN the URL was the only factor that was considered for the purpose of classification. The performance evaluation is done in the terms of RMSE, Error Rate, Accuracy Rate and Precision. The MF-NB is observed to be outperforming the KNN classifier in all respective terms.

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