Quantified Reading and Learning for Sharing Experiences

Koichi Kise; Olivier Augereau; Yuzuko Utsumi; Masakazu Iwamura; Kai Kunze; Shoya Ishimaru; Andreas Dengel

In: the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing. International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp-2017), September 11-15, Maui, Hawaii, USA, ISBN 978-1-4503-5190-4, ACM, 9/2017.


This paper presents two topics. The first is an overview of our recently started project called "experiential supplement", which is to transfer human experiences by recording and processing them to be acceptable by others. The second is sensing technologies for producing experiential supplements in the context of learning. Because a basic activity of learning is reading, we also deal with sensing of reading. Methods for quantifying the reading in terms of the number of read words, the period of reading, type of read documents, identifying read words are shown with experimental results. As for learning, we propose methods for estimating the English ability, confidence in answers to English questions, and estimating unknown words. The above are sensed by various sensors including eye trackers, EOG, EEG, and the first person vision.

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Deutsches Forschungszentrum für Künstliche Intelligenz
German Research Center for Artificial Intelligence