Minematsu Tsubasa

ミネマツツバサ | Minematsu Tsubasa

Affiliation and department：
Research theme for competitive and other funds (3)：

2022 - 2026 Construction and Evaluation of a High-Density Learning Analytics Infrastructure for Data-Driven Education
2021 - 2023 学習者とのインタラクション機能を活用した学習ログ分析収集機構の開発
2019 - 2020 Textbook Refinement Based on Difficulty Estimation Using Multimodal Learning Logs

Papers (85)：

Ryusuke Murata, Fumiya Okubo, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada. New Perspective on Input Feature Analysis for Early Feedback by Student Performance Prediction Considering the Future Effect. The 12th Internal Learning Analytics and Knowledge Conference. 2022
Tsubasa Minematsu, Atsushi Shimada. Can Learning Logs Be Useful Evidence in Cheating Analysis in Essay-type Questions?. The 12th Internal Learning Analytics and Knowledge Conference. 2022
Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada. Encoding students reading characteristics to improve low academic performance predictive models. The 12th International Conference on Learning Analytics & Knowledge (LAK22). 2022
Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada. Exploring the use of probabilistic latent representations to encode the students' reading characteristics. The 4th Workshop on Predicting Performance Based on the Analysis of Reading Behavior. 2022
Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada. Coding Trajectory Map: Student Programming Situations Made Visually Locatable. The 12th Internal Learning Analytics and Knowledge Conference. 2022

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MISC (2)：

峰松翼. 有名論文ナナメ読み ~深層学習編~Bach, S., Binder, A., Montavon, G., Klauschen, F., Müller, K-R. and Samek, W. : On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation. 2020
島田敬士, 峰松翼, 谷口倫一郎. 屋外映像分析のための背景差分法. 2019

Awards (4)：

2019/11 - 16th International Conference on Cognition and Exploratory Learning in Digital Age Best paper award
2019/08 - 電気設備学会全国大会優秀賞
2017/09 - SBM-RGBD Challenge organizers Winners in SBM-RGBD Challenge
2017/08 - 第20回画像の認識・理解シンポジウム(MIRU2017) MIRUインタラクティブ発表賞

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