Analysis of Reading Activities by Using Various Sensors
| Language | Japanese |
|---|---|
| Type | Proceedings of Japanese Conferences |
| Authors | Koichi Kise, Olivier Augereau, Charles Lima Sanches, Hiroki Fujiyoshi, Ayano Okoso, Kento Yamada, Kai Kunze, Shoya Ishimaru, Andreas Dengel |
| Title | Analysis of Reading Activities by Using Various Sensors |
| Journal | JSiSE Research Report |
| Vol. | 32 |
| No. | 2 |
| Pages | pp.53-60 |
| Location | 長野県松本市 |
| Reviewed | Not reviewed |
| Date | July 2017 |
| Research fields | Reading-Life Log |
| Key | Kise2017_WS (id=1573) |
Abstract
Most of the current e-learning systems rely on shallow sensing of learners such as achievement tests and log of usage of the systems. This poses a limitation to know internal states of learners such as confidence and the level of knowledge. To solve this problem, we propose to employ deeper sensing by using eye trackers, EOG, EEG, motion and physiological sensors. As tasks, we consider learning of English and Japanese. The sensing technologies described in this report includes low level estimations (the number of read words, the period of reading), document type recognition and identification of read words, as well as high level estimations about confidence of answers, the English ability in terms of TOEIC scores, unknown words encountered while reading English documents, and subjective and objective level of understanding of Japanese. Such functionality helps learners and teachers to know the internal states.
Files
- …
Export this publication
Format definition
How to write the definition
Insert a field with braces like {authors}. A part enclosed in [ ... ] is omitted entirely when any field inside it is empty. Available fields:
{authors}{authors_and}{authors_ja}{authors_ja_tight}{authors_en}{authors_en_and}{authors_tight}{first_author}{title}{title_ja}{title_en}{journal}{journal_ja}{journal_en}{book_title}{volume}{number}{series}{presen_id}{pages}{pp}{num_pages}{year}{month}{month_en}{month_short}{ym}{date}{date_ja}{date_en}{publisher}{address}{location}{review}{review_ja}{review_en}{reviewed_mark}{presen_type}{type}{type_label}{doi}{url}{key}{awards}