Namrata Srivastava

According to our database, Namrata Srivastava authored at least 19 papers between 2015 and 2024.

Collaborative distances:

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

2024

Curriculum Analytics of Course Choices:: Links with Academic Performance.

Namrata Srivastava, Sadia Nawaz, Yi-Shan Tsai, Dragan Gasevic

J. Learn. Anal., 2024

Unveiling Goods and Bads: A Critical Analysis of Machine Learning Predictions of Standardized Test Performance in Early Childhood Education.

Lin Li, Namrata Srivastava, Jia Rong, Gina Pianta, Raju Varanasi, Dragan Gasevic, Guanliang Chen

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

2023

How Do Teachers Use Dashboards Enhanced with Data Storytelling Elements According to their Data Visualisation Literacy Skills?

Stanislav Pozdniakov, Roberto Martínez-Maldonado, Yi-Shan Tsai, Vanessa Echeverría, Namrata Srivastava, Dragan Gasevic

Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

Single or Multi-page Learning Analytics Dashboards? Relationships Between Teachers' Cognitive Load and Visualisation Literacy.

Stanislav Pozdniakov, Roberto Martínez-Maldonado, Yi-Shan Tsai, Namrata Srivastava, Yuchen Liu, Dragan Gasevic

Proceedings of the Responsive and Sustainable Educational Futures, 2023

Characteristics of Deep and Skim Reading on Smartphones vs. Desktop: A Comparative Study.

Xiuge Chen, Namrata Srivastava, Rajiv Jain, Jennifer Healey, Tilman Dingler

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Nuanced Growth Patterns of Students with Disability.

Sadia Nawaz, Toshiko Kamei, Namrata Srivastava

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

How Difficult is the Task for you? Modelling and Analysis of Students' Task Difficulty Sequences in a Simulation-Based POE Environment.

Sadia Nawaz, Namrata Srivastava, Ji Hyun Yu, Anam Ahmad Khan, Gregor E. Kennedy, James Bailey, Ryan Shaun Baker

Int. J. Artif. Intell. Educ., 2022

Effects of Internal and External Conditions on Strategies of Self-regulated Learning: A Learning Analytics Study.

Namrata Srivastava, Yizhou Fan, Mladen Rakovic, Shaveen Singh, Jelena Jovanovic, Joep van der Graaf, Lyn Lim, Surya Surendrannair, Jonathan Kilgour, Inge Molenaar, Maria Bannert, Johanna D. Moore, Dragan Gasevic

Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 2022

2021

GAVIN: Gaze-Assisted Voice-Based Implicit Note-taking.

Anam Ahmad Khan, Joshua Newn, Ryan M. Kelly, Namrata Srivastava, James Bailey, Eduardo Velloso

ACM Trans. Comput. Hum. Interact., 2021

Are you with me? Measurement of Learners' Video-Watching Attention with Eye Tracking.

Namrata Srivastava, Sadia Nawaz, Joshua Newn, Jason M. Lodge, Eduardo Velloso, Sarah M. Erfani, Dragan Gasevic, James Bailey

Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021

Mitigating the Effects of Reading Interruptions by Providing Reviews and Previews.

Namrata Srivastava, Rajiv Jain, Jennifer Healey, Zoya Bylinskii, Tilman Dingler

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

Exploring the usage of thermal imaging for understanding video lecture designs and students' experiences.

Namrata Srivastava, Sadia Nawaz, Jason M. Lodge, Eduardo Velloso, Sarah M. Erfani, James Bailey

Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020

Faces of Focus: A Study on the Facial Cues of Attentional States.

Ebrahim Babaei, Namrata Srivastava, Joshua Newn, Qiushi Zhou, Tilman Dingler, Eduardo Velloso

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Analysis of Task Difficulty Sequences in a Simulation-Based POE Environment.

Sadia Nawaz, Namrata Srivastava, Ji Hyun Yu, Ryan S. Baker, Gregor E. Kennedy, James Bailey

Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

2019

Using contactless sensors to estimate learning difficulty in digital learning environments.

Namrata Srivastava

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Cognitive Aid: Task Assistance Based On Mental Workload Estimation.

Qiushi Zhou, Joshua Newn, Namrata Srivastava, Tilman Dingler, Jorge Gonçalves, Eduardo Velloso

Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Continuous Evaluation of Video Lectures from Real-Time Difficulty Self-Report.

Namrata Srivastava, Eduardo Velloso, Jason M. Lodge, Sarah M. Erfani, James Bailey

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Combining Low and Mid-Level Gaze Features for Desktop Activity Recognition.

Namrata Srivastava, Joshua Newn, Eduardo Velloso

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

2015

Human identification using Linear Multiclass SVM and Eye Movement biometrics.

Namrata Srivastava, Utkarsh Agrawal, Soumava Kumar Roy, Uma Shanker Tiwary

Proceedings of the Eighth International Conference on Contemporary Computing, 2015