School of Engineering
& Sciences

Foundation to Fly, Metaverse to Thrive

Dr. Shipra Kataria

Associate Professor, Head of the Department

Dr. Shipra Kataria
  • qualification
    Qualification

    B.E. (Information Technology), M.Tech (Computer Science), Ph.D. (Computer Science and Engineering)

  • university
    College/University

    GD Goenka University

Dr. Shipra Kataria, Associate Professor in the department of Computer Science and Engineering specializes in Machine Learning, with her research focused on data sparseness alleviation in collaborative filtering framework of recommendation systems. Dr. Kataria is IBM DB2 and Rational Software Architect (RSA) certified, showcasing her commitment to industry standards. A dedicated researcher and mentor, she has supervised multiple undergraduate and postgraduate projects, particularly in areas like rank optimization and query recommendation techniques.

She is dedicated to preparing students for successful careers in technology and research by instilling a strong foundational knowledge, hands-on experience, and a mindset geared toward innovation. Her pedagogical methods aim not only to teach core concepts but also to inspire students to explore new ideas and techniques, aligning with the latest industry trends and technological advancements.

Education:

Ph.D. (Computer Science and Engineering), M.Tech. (Computer Science and Engineering), B.E. (Information Technology)

Research:

  • Publication
    • Kataria, S., & Batra, U. (2023). Implementation of nearest co-cluster collaborative filtering using a novel similarity index. Indian Journal of Science and Technology, 16(29), 2204-2216.
    • Kataria, S., & Batra, U. (2022). Co-clustering neighborhood—based collaborative filtering framework using formal concept analysis. International Journal of Information Technology, 14(4), 1725-1731.
    • Kataria, S. (2015). CDBMS physical layer issue “Load balancing.” International Journal of Applied Engineering Research, 10 (35).
  • Research Interests Data Science, Machine Learning, Recommender Systems, Information Retrieval, and Big Data Analytics.
  • Case Studies N/A
  • Books/ Book Chapters N/A
  • Conferences
    • Kataria, S., & Batra, U. (2021). Personalized Web Search: A Review. In 2021 International Conference on Innovative Applications of Emerging Technologies and Management (ICIAETM – 2021). In Conf. Proceedings ISBN: 978-81-947824-0-7 (pp. 30).
    • Kataria, S., & Sapra, P. (2016, March). A novel approach for rank optimization using search engine transaction logs. In 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 3387-3393). IEEE.
    • Mongia, S., & Kataria, S. (2015). Security issues in Cloud database management layers”. In Conference proceedings of International Conference on Recent Developments in Science, Engineering and Technology, GD Goenka University.
  • Featured in NA

Teaching:

  • Courses/Programmes : Teaching several courses in B.Tech CSE, B.TECH CSE-AIML, Data Science and Cyber security programmes
    • Operating System and its Applications
    • Object Oriented Programming using Java
    • Basics of Compiler Design
  • Teaching interests :
    • Programming and Problem Solving
    • Data Structures and Algorithms
    • Object Oriented Programming using C++
    • Object Oriented Programming using Java
    • Database Management System
    • Operating System and its Applications
    • Machine Learning

Practice:

  • Work Experience 14+ years teaching experience
  • MDPs/FDPs
    • Faculty Development Program on “Integrated Academic Practices” organized by GD Goenka University on 26th July, 2025 at the University campus, GD Goenka University, Sohna Road, Gurugram.
    • Faculty Development Program on “Upskilling for Dynamic Higher Education Landscape” organized by GD Goenka University from 15th to 20th July, 2024 at the University campus, GD Goenka University, Sohna Road, Gurugram.
    • One day "Faculty Induction/ Orientation Program" for alignment of NEP recommendation and SDG's indicators in to the academic curriculum at the University campus, GD Goenka University, Sohna Road, Gurugram.
    • One day Faculty Development Program (FDP) on Effective Mentoring held at the University campus, GD Goenka University, Sohna Road, Gurugram.
  • Corporate Mentoring N/A

Service:

  • Board Memberships 1
  • Editorial Positions N/A
  • Reviewer Experience: Reviewer in International Conference on Sustainability and Technological Advancements in Engineering Domain (SUSTAINED 2024)

Others:

  • Professional Service N/A
  • Professional Memberships: CSI Membership (MEMBERSHIP No. F8005230)
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