Shweta Tyagi is currently an Assistant Professor in the Shyama Prasad Mukherji College (SPMC), University of Delhi, Delhi, India. She joined SPMC in 2013. Prior to SPMC, she has been a Faculty in the Computer Science Department, IITM, Delhi, India. She received her PhD in Computer Science from Jawaharlal Nehru University, Delhi, India in 2013, MTech degree in 2007 from Jawaharlal Nehru University, Delhi, India and MSc in Mathematics from the Indian Institute of Technology, Delhi, India in 2003. Her research interest includes machine learning, artificial intelligence, soft computing and information retrieval.

  1. Shweta Tyagi and Kamal K. Bharadwaj, Enhancing Collaborative Filtering Recommendations by utilizing Multi-objective Particle Swarm Optimization embedded Association Rule Mining, Swarm and Evolutionary Computation, Elsevier, Volume 13, pp. 1–12, December 2013, ISSN: 2210-6502.

      2. Shweta Tyagi and Kamal K. Bharadwaj, A Collaborative Filtering Framework based on Fuzzy Case-based Reasoning, In proceedings of the International Conference on Soft Computing for Problem Solving , Springer AISC Series, Vol 130, pp. 279-288, 2012, Print ISBN: 978-81-322-0486-2, Online ISBN: 978-81-322-0487-9.

      3. Shweta Tyagi and Kamal K. Bharadwaj, Enhanced New User Recommendations based on Quantitative Association Rule Mining, In proceedings of the 3rd International Conference on Ambient Systems, Networks and Technologies (ANT 2012), Niagara Falls, Ontario, Canada, Procedia Computer Science, Elsevier, 10, pp. 102 – 109, 2012, ISSN: 1877-0509.

     4. Shweta Tyagi and Kamal K. Bharadwaj, A Particle Swarm Optimization Approach to Fuzzy Case-based Reasoning in the Framework of Collaborative Filtering, International Journal of Rough Sets and Data Analysis (IJRSDA), IGI Global, Vol. 1 (1), pp. 48-64, 2014, ISSN: 2334-4598, EISSN: 2334-4601.

    5. Shweta Tyagi and Kamal K. Bharadwaj, A Hybrid Knowledge-based Approach to Collaborative Filtering for Improved Recommendations, International Journal of Knowledge-Based and Intelligent Engineering Systems, IOS Press, Vol. 18, 2, pp. 121-133, 2014, ISSN: 1327-2314 (Print), 1875-8827 (Online).

      6. Pratibha Yadav and Shweta Tyagi, Hybrid Fuzzy Collaborative Filtering: An Integration of Item-based and User-based Clustering Techniques, Int. J. of Computational Science and Engineering, Inderscience (Accepted)

           a)        Organized a seminar on “Digital Transformation” in January 2017 for the students of        B.Sc. Computer Science

b)    Organized a seminar on “Careers options available after Graduation” in February 2017 for the students of B.Sc. Computer Science

c)     Organized a technical fest “Sangtaraash” of the Department of Computer Science, Shyama Prasad Mukherji College, University of Delhi in February, 2017

d)    Worked as a Conference Secretory and Proceedings Editor for the successful execution of a National Conference on Advances in Computer and Information Technology (NCACIT-2016) on 19-20 December 2016 organized by the Department of Computer Science, Shyama Prasad Mukherji College, University of Delhi

e)    Organized a workshop on “Personality Development Program” in February 2016 for the students of B.Sc. Computer Science and B.Tech. Computer Science.