{"created":"2023-07-25T10:25:09.920812+00:00","id":5358,"links":{},"metadata":{"_buckets":{"deposit":"2f2b35fa-dbf2-4c88-8b1b-36ed7569566a"},"_deposit":{"created_by":15,"id":"5358","owners":[15],"pid":{"revision_id":0,"type":"depid","value":"5358"},"status":"published"},"_oai":{"id":"oai:air.repo.nii.ac.jp:00005358","sets":["605:606:607:1448"]},"author_link":["14959","14960","14961","14962"],"item_10002_biblio_info_36":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-31","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"172","bibliographicPageStart":"161","bibliographicVolumeNumber":"43","bibliographic_titles":[{"bibliographic_title":"秋田大学教育文化学部教育実践研究紀要","bibliographic_titleLang":"ja"}]}]},"item_10002_description_29":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"AIやIoT等の科学技術・イノベーションの急速な進展に伴って，子どもにAIを活用したプログラミングを学ばせる政策や取組みが先進国を中心に見られる現状である．今回，筆者らは，中学生に機械学習の構成への理解から機械が学習するプロセスを学べるAIアプリ教材とAIアプリ作成のプログラミングの授業を開発した．開発教材は，マイコンボードに内蔵の加速度センサを用いてジェスチャ認識するAIであり，その動作プロセスで処理されるデータを中学生が実際に観察・記録してジェスチャの判別処理を辿ることで，機械学習の構成理解を促すことを目指すものである．本研究では，開発のAIアプリを活用し，従前の「計測・制御」と「ネットワークを利用した双方向性のあるコンテンツのプログラミング」の学びを統合した授業づくりを行った．","subitem_description_language":"ja","subitem_description_type":"Abstract"},{"subitem_description":"With the rapid progress of scientific and  technological innovation in Artificial Intelligence （AI）and the Internet of Things（IoT）, policies  and efforts to teach programming using AI to  children can be seen mainly in developed countries.  The authors of this paper have developed teaching  materials that allow junior high school students  to understand the structure of machine learning  and the process of learning by machines through  programming lessons for creating AI applications. The developed teaching materials use gesture  recognition based AI with an acceleration sensor  built into the microcomputer board. This setup  enables junior high school students to understand  machine learning structure by observing and  recording how data is processed and following how  gestures are distinguished in real-time. 　In this research, the authors have created a  lesson that integrates ‘measurement and control’  and ‘interactive programming using a network’  by utilizing the developed AI application.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10002_identifier_registration":{"attribute_name":"ID登録","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.20569/00005680","subitem_identifier_reg_type":"JaLC"}]},"item_10002_publisher_30":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"秋田大学教育文化学部附属教職高度化センター","subitem_publisher_language":"ja"}]},"item_10002_version_type_37":{"attribute_name":"出版タイプ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_1724627480382":{"attribute_name":"収録物識別子","attribute_value_mlt":[{"subitem_source_identifier":"2432-8871","subitem_source_identifier_type":"EISSN"},{"subitem_source_identifier":"AA12777702","subitem_source_identifier_type":"NCID"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_abf2"}]},"item_creator":{"attribute_name":"作成者","attribute_type":"creator","attribute_value_mlt":[{"creatorAffiliations":[{"affiliationNames":[{"affiliationName":"秋田県八郎潟町立八郎潟中学校","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"秋山, 政樹","creatorNameLang":"ja"},{"creatorName":"AKIYAMA, Masaki","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"14959","nameIdentifierScheme":"WEKO"}]},{"creatorAffiliations":[{"affiliationNames":[{"affiliationName":"秋田大学教育文化学部附属中学校","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"花田, 守","creatorNameLang":"ja"},{"creatorName":"HANADA, Mamoru","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"14960","nameIdentifierScheme":"WEKO"}]},{"creatorAffiliations":[{"affiliationNames":[{"affiliationName":"秋田県男鹿市立男鹿東中学校","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"菅家, 久貴","creatorNameLang":"ja"},{"creatorName":"KANKE, Hisataka","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"14961","nameIdentifierScheme":"WEKO"}]},{"creatorAffiliations":[{"affiliationNames":[{"affiliationName":"愛知教育大学","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"本多, 満正","creatorNameLang":"ja"},{"creatorName":"HONDA, Mitsumasa","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"14962","nameIdentifierScheme":"WEKO"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2021-05-17"}],"filename":"jis43(161).pdf","filesize":[{"value":"4.3 MB"}],"format":"application/pdf","mimetype":"application/pdf","url":{"label":"jis43(161)","url":"https://air.repo.nii.ac.jp/record/5358/files/jis43(161).pdf"},"version_id":"5b0fdb27-ecc3-42bd-b97f-b0ddc435e52e"}]},"item_keyword":{"attribute_name":"主題","attribute_value_mlt":[{"subitem_subject":"AI（人工知能）","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"機械学習","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"ジェスチャコントロール","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"技術科教育","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"Artificial Intelligence（AI）","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Machine Learning","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Gesture Control","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Technology education","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"micro:bit","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"機械学習の構成理解を促すためのAIアプリプログラミングの授業開発","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"機械学習の構成理解を促すためのAIアプリプログラミングの授業開発","subitem_title_language":"ja"},{"subitem_title":"AI application programming development to promote understanding of machine learning in the classroom","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"15","path":["1448"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2021-05-17"},"publish_date":"2021-05-17","publish_status":"0","recid":"5358","relation_version_is_last":true,"title":["機械学習の構成理解を促すためのAIアプリプログラミングの授業開発"],"weko_creator_id":"15","weko_shared_id":-1},"updated":"2024-09-24T11:15:14.656201+00:00"}