Ramkumar Rajendran

According to our database, Ramkumar Rajendran authored at least 60 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Decoding Learner Behavior in Virtual Reality Education: Insights from Epistemic Network Analysis and Differential Sequence Mining.

Antony Prakash, Ramkumar Rajendran

IEEE Trans. Vis. Comput. Graph., May, 2025

Enhancing data analysis and programming skills through structured prompt training: The impact of generative AI in engineering education.

Ashish Garg, K. Nisumba Soodhani, Ramkumar Rajendran

Comput. Educ. Artif. Intell., 2025

How Do Learners Read the Content in a Multi-source Reading-to-Write Task? - A Multimodal Study.

Debarshi Nath, Dragan Gasevic, Yizhou Fan, Ramkumar Rajendran

Proceedings of the Artificial Intelligence in Education - 26th International Conference, 2025

2024

Cognitive engagement as a predictor of learning gain in Python programming.

Daevesh Kumar Singh, Ramkumar Rajendran

Smart Learn. Environ., December, 2024

Multimodal Analysis of Learning-Centered Emotions and Cognitive Processes in Open-Ended Learning Environments.

Samarth Yadannavar, Ashwin T. S., Rumana Pathan, Manjunath K. Vanahalli, Ramkumar Rajendran

Proceedings of the IEEE International Conference on Teaching, 2024

Advancing Speaker Diarization With Whisper Speech Recognition for Different Learning Environments.

Aarsh Desai, N. V. J. K. Kartik, Priyesh Gupta, Vinayak, Ashwin T. S., Manjunath K. Vanahalli, Ramkumar Rajendran

Proceedings of the IEEE International Conference on Teaching, 2024

CTAM4SRL: A Consolidated Temporal Analytic Method for Analysis of Self-Regulated Learning.

Debarshi Nath, Dragan Gasevic, Yizhou Fan, Ramkumar Rajendran

Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

Analyzing the Role of Generative AI in Fostering Self-directed Learning Through Structured Prompt Engineering.

Ashish Garg, Ramkumar Rajendran

Proceedings of the Generative Intelligence and Intelligent Tutoring Systems, 2024

Analysing Learner Strategies in Programming Using Clickstream Data.

Daevesh Kumar Singh, Indrayani Nishane, Ramkumar Rajendran

Proceedings of the 16th International Conference on Computer Supported Education, 2024

The Impact of Structured Prompt-Driven Generative AI on Learning Data Analysis in Engineering Students.

Ashish Garg, Ramkumar Rajendran

Proceedings of the 16th International Conference on Computer Supported Education, 2024

Mapping Challenges in Teaching-Learning Software Testing: Limitations and Unaddressed Issues in Contemporary Research.

Setu Maheshwari, Ramkumar Rajendran, Sridhar Iyer

Proceedings of the Computing Education Research - 17th Annual ACM India Compute Conference, 2024

2023

Investigating behavioral patterns of procrastinators in a Wiki-based activity.

Anchal Garg, Ramkumar Rajendran

Educ. Inf. Technol., December, 2023

A systematic review of intelligent tutoring systems based on Gross body movement detected using computer vision.

T. S. Ashwin, Vijay Prakash, Ramkumar Rajendran

Comput. Educ. Artif. Intell., 2023

Investigating Interaction Behaviors of Learners in VR Learning Environment.

Antony Prakash, Danish Shafi Shaikh, Ramkumar Rajendran

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023

Catalyzing Python Learning: Assessing an LLM-based Conversational Agent.

Daevesh Kumar Singh, Indrayani Nishane, Ramkumar Rajendran

Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023

Automatic Detection of Negotiation in Collaborative Complex Problem Solving Interactions.

Daevesh Kumar Singh, Ulfa Khwaja, Sahana Murthy, Ramkumar Rajendran

Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023

DLOT: An open-source application to assist human observers.

Ashwin T. S., Danish Shafi Shaikh, Ramkumar Rajendran

Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023

Ethical Challenges and Best Practices for Transparency in AIED: A Literature Review and Learner Centric Guidelines.

Ram Das Rai, Meera Pawar, Ramkumar Rajendran

Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023

Virtual Reality and Embodied Learning: Unraveling the Relationship via Dynamic Learner Behavior.

Antony Prakash, Ramkumar Rajendran

Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023

Unveiling Learners' Interaction Behavior in Virtual Reality Learning Environment.

Antony Prakash, Ramkumar Rajendran

Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023

Keeping Teams in the Game: Predicting Dropouts in Online Problem-Based Learning Competition.

Aditya Panwar, Ashwin T. S., Ramkumar Rajendran, Kavi Arya

Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023

Analyzing the impact of metacognition prompts on learning in CBLE.

Jyoti Shaha, Ramkumar Rajendran

Proceedings of the 16th International Conference on Educational Data Mining, 2023

Fostering Interaction in Computer-Supported Collaborative Learning Environment.

Pratiksha Virendra Patil, Ashwin T. S., Ramkumar Rajendran

Proceedings of the 16th International Conference on Educational Data Mining, 2023

A Trace-Based Generalized Multimodal SRL Framework for Reading-Writing Tasks.

Debarshi Nath, Dragan Gasevic, Ramkumar Rajendran

Proceedings of the 16th International Conference on Educational Data Mining, 2023

Investigating teams' Socially Shared Metacognitive Regulation (SSMR) and transactivity in project-based computer supported collaborative learning environment.

Vishwas Badhe, Chandan Dasgupta, Ramkumar Rajendran

Proceedings of the 16th International Conference on Educational Data Mining, 2023

Investigating the Impact of the Mindset of the Learners on Their Behaviour in a Computer-Based Learning Environment.

Indrayani Nishane, Ramkumar Rajendran, Sridhar Iyer

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

Preserving Privacy of Face and Facial Expression in Computer Vision Data Collected in Learning Environments.

T. S. Ashwin, Ramkumar Rajendran

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

2022

Identifying Metacognitive Processes Using Trace Data in an Open-Ended Problem-Solving Learning Environment.

Rumana Pathan, Daevesh Kumar Singh, Sahana Murthy, Ramkumar Rajendran

Proceedings of the Intelligent Tutoring Systems - 18th International Conference, 2022

PyGuru: A Programming Environment to Facilitate Measurement of Cognitive Engagement.

Daevesh Kumar Singh, Hema Subramaniam, Ramkumar Rajendran

Proceedings of the Proceeding of the 30th International Conference on Computers in Education, 2022

Mechanism to Capture Learners' Interactions in Virtual Reality Learning Environment.

Antony Prakash, Ramkumar Rajendran

Proceedings of the International Conference on Advanced Learning Technologies, 2022

Investigating learners' Cognitive Engagement in Python Programming using ICAP framework.

Daevesh Kumar Singh, Ramkumar Rajendran

Proceedings of the 15th International Conference on Educational Data Mining, 2022

2021

From Hello to Bye-Bye: Churn Prediction in English Language Learning App.

Daevesh Kumar Singh, Rumana Pathan, Gargi Banerjee, Ramkumar Rajendran

Proceedings of the Proceeding of the 29th International Conference on Computers in Education, 2021

An AES System to Assist Teachers in Grading Language Proficiency and Domain Accuracy Using LSTM Networks.

Aditya Sahani, Forum Patel, Shivani Mehta, Rekha Ramesh, Ramkumar Rajendran

Proceedings of the Proceeding of the 29th International Conference on Computers in Education, 2021

A Coding Mechanism for Analysis of SRL Processes in an Open-Ended Learning Environment.

Rumana Pathan, Sahana Murthy, Ramkumar Rajendran

Proceedings of the Proceeding of the 29th International Conference on Computers in Education, 2021

Unraveling Learner Interaction Strategies in VeriSIM for Software Design Diagrams.

Spruha Satavlekar, Debarshi Nath, Rajashri Priyadarshini, Prajish Prasad, Daevesh Kumar Singh, Ramkumar Rajendran

Proceedings of the 21st International Conference on Advanced Learning Technologies, 2021

Learning about learners: Understanding learner behaviours in software conceptual design TELE.

Indrayani Nishane, Vivek Sabanwar, T. G. Lakshmi, Daevesh Kumar Singh, Ramkumar Rajendran

Proceedings of the 21st International Conference on Advanced Learning Technologies, 2021

SQLearn: A Browser Based Adaptive SQL Learning Environment.

Pushkar Bhuse, Jash Jain, Abheet Shaju, Varun John, Abhijit Joshi, Ramkumar Rajendran

Proceedings of the Adaptive Instructional Systems. Design and Evaluation, 2021

2020

Multilevel Learner Modeling in Training Environments for Complex Decision Making.

Gautam Biswas, Ramkumar Rajendran, Naveeduddin Mohammed, Benjamin S. Goldberg, Robert A. Sottilare, Keith Brawner, Michael Hoffman

IEEE Trans. Learn. Technol., 2020

Correction to: Mechanism to capture learner's interaction in VR-based learning environment: design and application.

Rumana Pathan, Ramkumar Rajendran, Sahana Murthy

Smart Learn. Environ., 2020

Mechanism to capture learner's interaction in VR-based learning environment: design and application.

Rumana Pathan, Ramkumar Rajendran, Sahana Murthy

Smart Learn. Environ., 2020

Learning Analytics for Humanities and Design Education.

Rwitajit Majumdar, Geetha Bakilapadavu, Ramkumar Rajendran, Sameer Sahasrabudhe, Brendan Flanagan, Mei-Rong Alice Chen, Hiroaki Ogata

Proceedings of the Proceeding of the 28th International Conference on Computers in Education, 2020

Impact of Gender on Motivation, Engagement and Interaction Behavior in Mobile assisted learning of English.

Ramkumar Rajendran, Gargi Banerjee, Deepak Pathak, Sivaranjani Sivamohan

Proceedings of the 20th IEEE International Conference on Advanced Learning Technologies, 2020

2019

Personalized Affective Feedback to Address Students' Frustration in ITS.

Ramkumar Rajendran, Sridhar Iyer, Sahana Murthy

IEEE Trans. Learn. Technol., 2019

What Factors Affect a Primary Student's Performance?

Aaditya Singh, Swetha Mohan, Vaibhav Singhal, Rajaraman Krishnan, Ramkumar Rajendran

Proceedings of the Tenth IEEE International Conference on Technology for Education, 2019

Capturing Learner Interaction in Computer-Based Learning Environment: Design and Application.

Rumana Pathan, Urfa Shaikh, Ramkumar Rajendran

Proceedings of the Tenth IEEE International Conference on Technology for Education, 2019

2018

Do Students' Learning Behaviors Differ when they Collaborate in Open-Ended Learning Environments?

Mona Emara, Ramkumar Rajendran, Gautam Biswas, Mahmod Okasha, Adel Alsaeid Elbanna

Proc. ACM Hum. Comput. Interact., 2018

Leveraging knowledge bases for future prediction with memory comparison networks.

Daniel Andrade, Bing Bai, Ramkumar Rajendran, Yotaro Watanabe

AI Commun., 2018

Modeling Learners' Cognitive and Affective States to Scaffold SRL in Open-Ended Learning Environments.

Anabil Munshi, Ramkumar Rajendran, Jaclyn Ocumpaugh, Gautam Biswas, Ryan S. Baker, Luc Paquette

Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Securing Substations through Command Authentication Using On-the-fly Simulation of Power System Dynamics.

Daisuke Mashima, Binbin Chen, Toby Zhou, Ramkumar Rajendran, Biplab Sikdar

Proceedings of the 2018 IEEE International Conference on Communications, 2018

How Are Students' Emotions Associated with the Accuracy of Their Note Taking and Summarizing During Learning with ITSs?

Michelle Taub, Nicholas V. Mudrick, Ramkumar Rajendran, Yi Dong, Gautam Biswas, Roger Azevedo

Proceedings of the Intelligent Tutoring Systems - 14th International Conference, 2018

Studying the Interactions between Components of Self Regulated Learning in Open Ended Learning Environments.

Anabil Munshi, Ramkumar Rajendran, Jaclyn Ocumpaugh, Allison L. Moore, Gautam Biswas

Proceedings of the Rethinking learning in the digital age: Making the Learning Sciences count, 2018

A Temporal Model of Learner Behaviors in OELEs using Process Mining.

Ramkumar Rajendran, Anabil Munshi, Mona Emara, Gautam Biswas

Proceedings of the Proceeding of the 26th International Conference on Computers in Education, 2018

Predicting Learning by Analyzing Eye-Gaze Data of Reading Behavior.

Ramkumar Rajendran, Anurag Kumar, Kelly E. Carter, Daniel T. Levin, Gautam Biswas

Proceedings of the 11th International Conference on Educational Data Mining, 2018

2016

Analogy-Based Reasoning with Memory Networks for Future Prediction.

Daniel Andrade, Bing Bai, Ramkumar Rajendran, Yotaro Watanabe

Proceedings of the Workshop on Cognitive Computation: Integrating neural and symbolic approaches 2016 co-located with the 30th Annual Conference on Neural Information Processing Systems (NIPS 2016), 2016

Data Collection in Open Ended Learning Environment for Learning Analytics.

Michael Tscholl, Ramkumar Rajendran, Gautam Biswas, Benjamin S. Goldberg, Robert A. Sottilare

Proceedings of the Proceeding of the 24th International Conference on Computers in Education, 2016

Modeling Learners' Metacognitive Skills in Open Ended Learning Environments.

Ramkumar Rajendran, Gautam Biswas

Proceedings of the Proceeding of the 24th International Conference on Computers in Education, 2016

2013

A Theory-Driven Approach to Predict Frustration in an ITS.

Ramkumar Rajendran, Sridhar Iyer, Sahana Murthy, Campbell Wilson, Judithe Sheard

IEEE Trans. Learn. Technol., 2013

Impact of Mindspark's Adaptive Logic on Student Learning.

Ramkumar Rajendran, Aarthi Muralidharan

Proceedings of the 2013 IEEE Fifth International Conference on Technology for Education, 2013

2012

Literature Driven Method for Modeling Frustration in an ITS.

Ramkumar Rajendran, Sridhar Iyer, Sahana Murthy

Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, 2012

2011

Automatic Identification of Affective States Using Student Log Data in ITS.

Ramkumar Rajendran

Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011