Richa Sharma

Work place: Chandigarh University, Mohali, India

E-mail: richas30@yahoo.com

Website:

Research Interests: Data Structures and Algorithms, Data Structures, Programming Language Theory

Biography

Richa Sharma: Belongs to Bilaspur, Himachal Pradesh, India and born on March 6, 1992. She is a Research student for Masters Degree for Computer Science Engineering in Chandigarh University. She received her Bachelor‟s Degree from Punjab Technical University in 2014. The field of her thesis is Recommender Systems. Her areas of interests for research are R language for building Recommender Systems, Data Privacy and Security

Author Articles
Research Work Area Recommendation based on Collaborative Filtering

By Richa Sharma Sharu Vinayak Rahul Singh

DOI: https://doi.org/10.5815/ijeme.2017.02.06, Pub. Date: 8 Mar. 2017

In this work we present RWARS, a novel recommender system that recommends research work area. So far a number of recommender systems have been developed in the field of e-commerce, e-services, e-library, entertainment, tourism and social networking sites. However, when it comes to the area of education, not much work has been done. So to extend the utility of Recommender systems in the field of education, we have developed RWARS. We have used Cosine similarity and Tanimoto coefficient for developing our system. The aim of this work is to compare the results obtained using each approach to find the most optimal one. Evaluation parameters that have been used are: Mean square error, Root mean square error and Coverage. At present, RWARS is still in its initial phase and its applicability can be further enhanced by converting it into an online system and it surely will prove to be a great boon for young researchers to select the most appropriate research area for them.

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