Back to Search
Start Over
StrategicReading
- Source :
- ICMI
- Publication Year :
- 2020
- Publisher :
- ACM, 2020.
-
Abstract
- Mobile devices are becoming an important platform for reading. However, existing research on mobile reading primarily focuses on low-level metrics such as speed and comprehension. For complex reading tasks involving information seeking and context switching, researchers still rely on verbal reports via think-aloud. We present StrategicReading, an intelligent reading system running on unmodified smartphones, to understand high-level strategic reading behaviors on mobile devices. StrategicReading leverages multimodal behavior sensing and takes advantage of signals from camera-based gaze sensing, kinematic scrolling patterns, and cross-page behavior changes. Through a 40-participant study, we found that gaze patterns, muscle stiffness signals, and reading paths captured by StrategicReading can infer both users' reading strategies and reading performance with high accuracy.
- Subjects :
- Information seeking
Computer science
media_common.quotation_subject
05 social sciences
Educational technology
Mobile computing
050301 education
050109 social psychology
Gaze
Comprehension
Human–computer interaction
Scrolling
Reading (process)
0501 psychology and cognitive sciences
0503 education
Mobile device
media_common
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Proceedings of the 2020 International Conference on Multimodal Interaction
- Accession number :
- edsair.doi...........cb52c83f28f04cb6e934279c54b47d4f