Mrs. JDU Indumini

Data Analysis

Artificial Intelligence

Machine Learning

Ongoing Research Projects

1. Personalized Plant Care System with Interactive Voice Responses
   Status: Ongoing Research Project
2. The Smart Fish Feeding System
   Status: Ongoing Research Project

1. Effectiveness of BPMN and RACI Frameworks for the Design and Approval Process of a Student Evaluation System: A Systematic Literature Review
   Authors: Dewni Nihinsa Amarakoon Dissanayake, R. M. N. B. Rathnayake, Udeshika Indumini
   Journal: Sri Lanka Journal of Social Sciences and Humanities
2. Effectiveness of Scheduling and Execution Methods in Student Evaluation Systems in Higher Education: A Systematic Literature Review
   Authors: H. M. N. H. Somasiri, R. M. N. B. Rathnayake, Udeshika Indumini
   Journal: Sri Lanka Journal of Social Sciences and Humanities

Conference Papers – Full Papers / Proceedings

1. Optimising Customer Service in E-commerce: A Comprehensive Analysis of AI-Based Chatbots Impact and Predictive Modeling
   Conference: Asia Pacific Research Association Conference – 2024
2. Forecasting Model of Combining Mini Batch K Means and Kohonen Maps to Cluster and Evaluate Gait Kinematics Data
   Conference: Moratuwa Engineering Research Conference (MERCon), July 2022
   Authors: Udeshika Indumini, Chaminda Anuradha Jayakody
3. Knowledge Management in Agile Software Development – A Literature Review
   Conference: National Information Technology Conference (NITC), October 2018
   Authors: Udeshika Indumini, S. Vasanthapriyan

Conference Papers – Extended Abstracts

1. Systematic Review on the Effectiveness of Scheduling and Execution in Student Evaluation Systems
   Conference: 2nd International Conference on Social Sciences and Languages (ICSSL), December 2024
   Authors: Udeshika Indumini, H. M. N. H. Somasiri
2. Assessing the Effectiveness of Design and Approval Process of Student Evaluation System: A Systematic Literature Review
   Conference: 2nd International Conference on Social Sciences and Languages (ICSSL), December 2024
   Authors: Udeshika Indumini , Dewni Nihinsa Amarakoon Dissanayake
3. Classification of Age-Related Biomechanical Data Based on Kinematics Gait Analysis Using K-means and Kohonen Maps
   Conference: 6th International Conference on Information Technology Research (ICITR), December 2021
   Authors: Udeshika Indumini, Chaminda Anuradha Jayakody
4. A Mapping Study on Knowledge Management in Agile Software Development
   Conference: 18th International Conference on Advances in ICT for Emerging Regions (ICTer), September 2018
   Authors: Udeshika Indumini, Shanmuganathan Vasanthapriyan

Conference Papers – Abstracts

1. Tradition vs. Technology: How Sabaragamuwa University Students Prefer to Evaluate Lecturers
   Conference: 8th International Research Conference of Uva Wellassa University (IRCUWU), July 2024
2. Technology towards Knowledge Economy
   Conference: 7th International Conference of the Sri Lanka Forum of University Economists (SLFUE), December 2018
   Authors: Udeshika Indumini, H. M. S. Priyanath

Conference/ Journal Article Reviewer

1. Reviewer for the 6th International Conference on Advanced Research in Computing in 2026 (ICARC 2026), the Faculty of Computing, Sabaragamuwa University of Sri Lanka.
2. Reviewer for the 5th International Conference on Advanced Research in Computing in 2025 (ICARC 2025), the Faculty of Computing, Sabaragamuwa University of Sri Lanka.
3. Reviewer of the 6th International Conference on Advancements in Computing 2024, Sri Lanka Institute of Information Technology, Sri Lanka.
4. Reviewer for the International Conference on Advanced Computing Technologies 2024 (ICACT 2024), NSBM Green University, Sri Lanka.

1. Computer Fundamentals Part I

        Authors: J.D.U indumini , R.M.N.B Rathnayake

        ISBN :978-955-50140-7-6