Estimation of Users&amp;rsquo; Subjective Difficulty of WEB Based English Listening Tests

Shigeta, Ayuko; Koike, Takeshi; Hamamoto, Kazuhiko; Nosu, K.

doi:10.1541/ieejeiss.131.800

Cited by 3 publications

(6 citation statements)

References 6 publications

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“…Since (i) and (ii) can be detected by speech recognition and emotion estimation by physical expressions [9], in the future, in conjunction with AI and voice synthesis, computerized interventions and assistance for efficient dialogue could be realized by suggesting dialogue or development themes [10], [11] for further constructive discussion if the dialogue becomes saturated.…”

Section: Discussionmentioning

confidence: 99%

Analysis of Dialogue Stimulated by Science Videos and Reference Materials

Sunouchi

Nosu

2017

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems

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Abstract-Recently, many have begun to believe that learning and training approaches known as learner-centered, active learning, and cooperative learning improve learning and practicing performance and are more effective than traditional lectures. Moreover, in addition to paper-based materials such as textbooks, face-to-face co-located communication frequently utilizes digital video and other visual reference materials. However, no previous studies have examined the precise faceto-face behavior of dialogue participants stimulated by video and other reference materials. Therefore, this paper describes the dialogue stimulated by science videos and reference materials based on data from 10 male university students measured while using first-, second-, and third-person view videos, as well as utterances recorded during the measurements.

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Section: Discussionmentioning

confidence: 99%

Analysis of Dialogue Stimulated by Science Videos and Reference Materials

Sunouchi

Nosu

2017

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems

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“…DT and RF were used because their classification rules are easy to understand and the corresponding data visualization is also convenient, and SVM can perform binary classification with high accuracy, as has been reported in previous studies. (2,3,18) k-NN, which is the most basic classification method, was used owing to its simplicity.…”

Section: Machine Learningmentioning

confidence: 99%

“…Studies on the estimation of student behaviors and the state of web-based lectures and e-learning resources have also been conducted. (3)(4)(5)(6)(7)(8)(9)(10)(11)(12)(13)(14)(15) These studies estimated the level of subjective difficulty by measuring eye movements, which were less affected than other phenomena by differences between individuals. (3,4) Shigeta et al (3) studied the level of subjective difficulty of English listening by analyzing data collected by estimating eye movements.…”

Section: Introductionmentioning

confidence: 99%

“…Hence, it is possible to provide a word-based exam appropriate for the level of understanding of an individual. However, in both these studies, (3,4) a dedicated device was required to measure eye movements, which can only be measured when the person is seated in front of a personal computer. Therefore, in the present paper, we consider the use of a wearable device that is not limited to use only in front of a computer, removing the necessity for a camera.…”

Section: Introductionmentioning

confidence: 99%

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Using Machine Learning to Estimate Difficulty Levels of Problems

Koshino¹,

Koizumi²

2020

Sensors and Materials

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“…Computer-supported learning or e-Learning is widely used in schools and businesses for education and training [1,2]. In parallel, computer-based visualization technologies are becoming more widely used in sports training.…”

Section: Introductionmentioning

confidence: 99%

Measurement of tennis player's stroke form by ground reaction forces

Nosu

Goshima

Imamura

et al. 2013

IEEJ Transactions Elec Engng

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This letter proposes a tennis instruction support system to provide stroke‐form information obtained through measurement and analysis of ground reaction forces. The originality of the proposed method can be summarized as follows: (i) simultaneous outdoor measurements of ground reaction forces on the front part (toes) and back part (heels) of both feet are conducted for visual recognition of the center of gravity of a tennis player's body during a stroke, and (ii) the comparison between experienced players and beginners is examined so that the system can be used for training beginners. © 2013 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.

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Estimation of Users’ Subjective Difficulty of WEB Based English Listening Tests

Cited by 3 publications

References 6 publications

Analysis of Dialogue Stimulated by Science Videos and Reference Materials

Analysis of Dialogue Stimulated by Science Videos and Reference Materials

Using Machine Learning to Estimate Difficulty Levels of Problems

Measurement of tennis player's stroke form by ground reaction forces

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