Publications

2022

  1. HLA
    Emotional Learning Analytics
    D’Mello, Sidney K.,  and Jensen, Emily
    2022
  2. LAK
    A novel video recommendation system for algebra : An effectiveness evaluation study
    Leite, Walter L., Roy, Samrat, Chakraborty, Nilanjana, Michailidis, George, Huggins-Manley, A. Corinne, D’Mello, Sidney K., Faradonbeh, Mohammad Kazem Shirani,  Jensen, Emily, Kuang, Huan,  and Jing, Zeyuan
    In LAK22: 12th International Learning Analytics and Knowledge Conference (LAK22) 2022
  3. arXiv
    Mathematical Models of Human Drivers Using Artificial Risk Fields
    Jensen, Emily, Luster, Maya, Yoon, Hansol, Pitts, Brandon,  and Sankaranarayanan, Sriram
    In Intelligent Transportation Systems Conference May 2022

2021

  1. LAK
    What You Do Predicts How You Do: Prospectively Modeling Student Quiz Performance Using Activity Features in an Online Learning Environment
    Jensen, Emily, Hunkins, Nicholas C., D’Mello, Sidney K., Hutt, Stephen,  and Huggins-Manley, A. Corinne
    In LAK21: 11th International Learning Analytics and Knowledge Conference (LAK21) May 2021
  2. LAK
    A Deep Transfer Learning Approach to Modeling Teacher Discourse in the Classroom
    Jensen, Emily, Pugh, Samuel L.,  and D’Mello, Sidney K.
    In LAK21: 11th International Learning Analytics and Knowledge Conference (LAK21) May 2021

2020

  1. CHI
    Toward Automated Feedback on Teacher Discourse to Enhance Teacher Learning
    Jensen, Emily, Dale, Meghan, Donnelly, Patrick J., Stone, Cathlyn, Kelly, Sean, Godley, Amanda,  and D’Mello, Sidney K.
    In 2020 CHI Conference on Human Factors in Computing Systems Proceedings (CHI 2020) May 2020

2019

  1. EDM
    Generalizability of Sensor-Free Affect Detection Models in a Longitudinal Dataset of Tens of Thousands of Students
    Jensen, Emily, Hutt, Stephen,  and D’Mello, Sidney K.
    In The 12th International Conference on Educational Data Mining May 2019

2018

  1. JRC
    Classification of Rail Switch Data Using Machine Learning Techniques
    Bryan, Kaylen J, Solomon, Mitchell,  Jensen, Emily, Coley, Christina, Rajan, Kailas, Tian, Charlie, Mijatovic, Nenad, Kiss, James M, Lamoureux, Benjamin, Dersin, Pierre, Smith, Anthony O,  and Peter, Adrian M
    In Proceedings of the 2018 Joint Rail Conference May 2018