熊本高等専門学校研究紀要
Online ISSN : 2189-8553
Print ISSN : 1884-6734
ISSN-L : 1884-6734
マクマホン立方体を用いたテンソルデータ処理に関するデータサイエンス教育の試み
山本 直樹石田 明男大石 信弘村上 純
著者情報
研究報告書・技術報告書 フリー

2021 年 12 巻 p. 45-48

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抄録
We developed a new learning material that can be used in a subject of data science offered in our advanced courses. This material is for students to learn tensor data processing related to HOSVD and reflects important points to learn it. A feature of this material is that MacMahon’s cubes are used to make the students interested in the data processing. After using this material for self-study in the lecture, we confirmed degree of understanding of the matrix unfolding, the folding, and the n-mode product. As a result, it was found that about 74% of students who took the subject understood all three processes. From this, it can be considered that this material is effective for data science education of the tensor data processing.
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