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Connect DB: An Online Learning System for Data Analysis
https://ipsj.ixsq.nii.ac.jp/records/232400
https://ipsj.ixsq.nii.ac.jp/records/2324007c217009-6b5a-4126-b538-e89a447e3e2f
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
IPSJ-JNL6502014.pdf (1.8 MB)
2026年2月15日からダウンロード可能です。
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Copyright (c) 2024 by the Information Processing Society of Japan
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| 非会員：¥0, IPSJ:学会員：¥0, 論文誌:会員：¥0, DLIB:会員：¥0 | ||
| Item type | Journal(1) | |||||||||||||||
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| 公開日 | 2024-02-15 | |||||||||||||||
| タイトル | ||||||||||||||||
| タイトル | Connect DB: An Online Learning System for Data Analysis | |||||||||||||||
| タイトル | ||||||||||||||||
| 言語 | en | |||||||||||||||
| タイトル | Connect DB: An Online Learning System for Data Analysis | |||||||||||||||
| 言語 | ||||||||||||||||
| 言語 | eng | |||||||||||||||
| キーワード | ||||||||||||||||
| 主題Scheme | Other | |||||||||||||||
| 主題 | [特集:創造的学習のための教育におけるコンピュータ] utilizing data, data science, statistics, Informatics I, informatics education | |||||||||||||||
| 資源タイプ | ||||||||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||||
| 資源タイプ | journal article | |||||||||||||||
| 著者所属 | ||||||||||||||||
| Osaka Electro-Communication University High School | ||||||||||||||||
| 著者所属 | ||||||||||||||||
| Shitennoji University | ||||||||||||||||
| 著者所属 | ||||||||||||||||
| Osaka Electro-Communication University | ||||||||||||||||
| 著者所属 | ||||||||||||||||
| Osaka Electro-Communication University | ||||||||||||||||
| 著者所属 | ||||||||||||||||
| Osaka Electro-Communication University | ||||||||||||||||
| 著者所属(英) | ||||||||||||||||
| en | ||||||||||||||||
| Osaka Electro-Communication University High School | ||||||||||||||||
| 著者所属(英) | ||||||||||||||||
| en | ||||||||||||||||
| Shitennoji University | ||||||||||||||||
| 著者所属(英) | ||||||||||||||||
| en | ||||||||||||||||
| Osaka Electro-Communication University | ||||||||||||||||
| 著者所属(英) | ||||||||||||||||
| en | ||||||||||||||||
| Osaka Electro-Communication University | ||||||||||||||||
| 著者所属(英) | ||||||||||||||||
| en | ||||||||||||||||
| Osaka Electro-Communication University | ||||||||||||||||
| 著者名 |
Tomonari, Kishimoto
× Tomonari, Kishimoto
× Yuki, Honda
× Kosuke, Urushihara
× Maiko, Shimabuku
× Susumu, Kanemune
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| 著者名(英) |
Tomonari, Kishimoto
× Tomonari, Kishimoto
× Yuki, Honda
× Kosuke, Urushihara
× Maiko, Shimabuku
× Susumu, Kanemune
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| 論文抄録 | ||||||||||||||||
| 内容記述タイプ | Other | |||||||||||||||
| 内容記述 | In Japan, data analysis has become an important part of the ‘Informatics’ subject in high schools. Data analysis is also becoming increasingly important at universities due to the promotion of ‘Mathematical, Data Science, and AI Education Programs’ and other programs. Students learn how to manipulate statistical processing and graph drawing using the computer. We therefore developed a system called ‘Connect DB’ that has an easy-to-learn operation system and supports learning data analysis. This system supports learners in learning data analysis, such as collecting, organizing, and formatting data, by enabling them to analyze data with just a few mouse operations and by suggesting appropriate analysis methods based on the type of data. In addition, the system also provides sample data that can be used in classes to support teachers. This paper describes the design and implementation of the Connect DB data analysis learning system. By comparing the number of operations with spreadsheet software and analyzing the post-training questionnaire for university students and their operation logs, we confirmed that this system is easy to learn and that it can be used for practical training in data analysis. ------------------------------ This is a preprint of an article intended for publication Journal of Information Processing(JIP). This preprint should not be cited. This article should be cited as: Journal of Information Processing Vol.32(2024) (online) DOI http://dx.doi.org/10.2197/ipsjjip.32.150 ------------------------------ |
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| 論文抄録(英) | ||||||||||||||||
| 内容記述タイプ | Other | |||||||||||||||
| 内容記述 | In Japan, data analysis has become an important part of the ‘Informatics’ subject in high schools. Data analysis is also becoming increasingly important at universities due to the promotion of ‘Mathematical, Data Science, and AI Education Programs’ and other programs. Students learn how to manipulate statistical processing and graph drawing using the computer. We therefore developed a system called ‘Connect DB’ that has an easy-to-learn operation system and supports learning data analysis. This system supports learners in learning data analysis, such as collecting, organizing, and formatting data, by enabling them to analyze data with just a few mouse operations and by suggesting appropriate analysis methods based on the type of data. In addition, the system also provides sample data that can be used in classes to support teachers. This paper describes the design and implementation of the Connect DB data analysis learning system. By comparing the number of operations with spreadsheet software and analyzing the post-training questionnaire for university students and their operation logs, we confirmed that this system is easy to learn and that it can be used for practical training in data analysis. ------------------------------ This is a preprint of an article intended for publication Journal of Information Processing(JIP). This preprint should not be cited. This article should be cited as: Journal of Information Processing Vol.32(2024) (online) DOI http://dx.doi.org/10.2197/ipsjjip.32.150 ------------------------------ |
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| 書誌レコードID | ||||||||||||||||
| 収録物識別子タイプ | NCID | |||||||||||||||
| 収録物識別子 | AN00116647 | |||||||||||||||
| 書誌情報 |
情報処理学会論文誌 巻 65, 号 2, 発行日 2024-02-15 |
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| 収録物識別子タイプ | ISSN | |||||||||||||||
| 収録物識別子 | 1882-7764 | |||||||||||||||
| 公開者 | ||||||||||||||||
| 言語 | ja | |||||||||||||||
| 出版者 | 情報処理学会 | |||||||||||||||
