Learner's Mental State Estimation with PC Built-in Camera. - Shinobu Hasegawa; Atsushi Hirako; Xianwen Zheng; Shofiyati Nur Karimah; Koichi Ota; Teruhiko Unoki (HCI (26), 2020)

Automatic Engagement Recognition for Distance Learning Systems: A Literature Study of Engagement Datasets and Methods. - Shofiyati Nur Karimah; Shinobu Hasegawa (HCI (15), 2021)

Implementation of Long Short-Term Memory (LSTM) Models for Engagement Estimation in Online Learning. - Shofiyati Nur Karimah; Teruhiko Unoki; Shinobu Hasegawa (TALE, 2021)

MeetmEE: Engagement Estimation-based Online Meeting Room for Distance Learning. - Shofiyati Nur Karimah; Shinobu Hasegawa (TALE, 2022)

Automatic engagement estimation in smart education/learning settings: a systematic review of engagement definitions, datasets, and methods. - Shofiyati Nur Karimah; Shinobu Hasegawa (Smart Learn. Environ., 2022)

Design Principle of an Automatic Engagement Estimation System in a Synchronous Distance Learning Practice. - Shofiyati Nur Karimah; Huy Phan; Miftakhurrokhmat; Shinobu Hasegawa (IEEE Access, 2024)