{"links":{},"id":2003496,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:02003496","sets":["6164:6165:7338:1754614000739"]},"path":["1754614000739"],"owner":"11","recid":"2003496","title":["高等学校教育における探索的データ分析教材の開発 ?WebAPI を活用したデータ収集による教材設計?"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2025-08-12"},"_buckets":{"deposit":"131091bc-5bd6-43fb-b0e1-ae8f4c4b788a"},"_deposit":{"id":"2003496","pid":{"type":"depid","value":"2003496","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"高等学校教育における探索的データ分析教材の開発 ?WebAPI を活用したデータ収集による教材設計?","author_link":[],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"高等学校教育における探索的データ分析教材の開発 ?WebAPI を活用したデータ収集による教材設計?","subitem_title_language":"ja"},{"subitem_title":"Development of Exploratory Data Analysis Teaching Materials for High School Education ?Designing Teaching Materials by Collecting Data Using WebAPI?","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"高等学校情報科，WebAPI，プログラミング教育，データ可視化，Python","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2025-08-12","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_18_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"電気通信大学"}]},"item_18_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"The Graduate School of The University of Electro-Communications","subitem_text_language":"en"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/2003496/files/IPSJ-SSS2025021.pdf","label":"IPSJ-SSS2025021.pdf"},"date":[{"dateType":"Available","dateValue":"2025-08-12"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SSS2025021.pdf","filesize":[{"value":"1.7 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"e0e28de6-f51f-4342-a966-fa1e0017de67","displaytype":"detail","licensefree":"Copyright (c) 2025 by the Information Processing Society of Japan","licensetype":"license_note"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"小原, 直"}]}]},"item_18_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Tadashi Ohara ","creatorNameLang":"en"}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_18_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"高等学校における情報教育では，データの収集・分析・活用に関する探究的学習が重視されている．しかし，WebAPI をはじめとする実データを分析する探究型教材の導入は容易でない．そこで本研究では， WebAPI を用いて実社会のデータを扱う教材を 2 種類開発した．具体的には，NASA の天文画像アーカイブ（APOD）と，Jikan API を用いたアニメ作品データを対象とし，Python による可視化・分析教材を設計した．これにより，生徒は「興味ある題材に基づいたデータ分析」を体験でき，仮説検証や情報活用能力の向上が期待される．本稿では，両教材の設計思想と技術的構成，探究学習への応用可能性について報告し，情報 I・II におけるビッグデータ解析導入の一助となる実践的アプローチを提示する．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"137","bibliographic_titles":[{"bibliographic_title":"情報教育シンポジウム2025論文集"}],"bibliographicPageStart":"133","bibliographicIssueDates":{"bibliographicIssueDate":"2025-08-12","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2025"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"created":"2025-08-08T05:03:42.854681+00:00","updated":"2025-08-08T05:55:09.385950+00:00"}