Sequential Reservoir Computing for Log File-Based Behavior Process Data Analyses

Author(s):

Xiong, Jiawei; Wang, Shiyu; Tang, Cheng; Liu, Qidi; Sheng, Rufei; Wang, Bowen; Kuang, Huan (Hailey); Cohen, Allan S.; Xiong, Xinhui (Maggie)

Publication Year:

2024

Source:

Journal of Educational Measurement, p1-41, 2024 (currently online only)

Document Type:

Article

Page Count:

41

Subject/Key Words:

Process Data, Sequential Reservoir Method (SRM), Log Files, Machine Learning, Simulation Studies, Recurrent Neural Network (RNN), Artificial Intelligence

Read More

• https://doi.org/10.1111/jedm.12413