{"created":"2025-01-19T01:32:07.398088+00:00","updated":"2025-01-19T10:40:10.396889+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00231678","sets":["1164:11259:11454:11455"]},"path":["11455"],"owner":"44499","recid":"231678","title":["スマートフォンにおけるフリック入力の精度向上を目指した機械学習モデルの構築"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-01-15"},"_buckets":{"deposit":"b1f1e4fc-d89c-4eee-beee-75417d26d7ce"},"_deposit":{"id":"231678","pid":{"type":"depid","value":"231678","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"スマートフォンにおけるフリック入力の精度向上を目指した機械学習モデルの構築","author_link":["625847","625848","625849"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"スマートフォンにおけるフリック入力の精度向上を目指した機械学習モデルの構築"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"デバイスとデータ利用","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2024-01-15","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"工学院大学"},{"subitem_text_value":"工学院大学"},{"subitem_text_value":"工学院大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Kogakuin University","subitem_text_language":"en"},{"subitem_text_value":"Kogakuin University","subitem_text_language":"en"},{"subitem_text_value":"Kogakuin University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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/231678/files/IPSJ-CN24121025.pdf","label":"IPSJ-CN24121025.pdf"},"date":[{"dateType":"Available","dateValue":"2026-01-15"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CN24121025.pdf","filesize":[{"value":"1.5 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"29"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"06396e64-80b3-4504-a4c9-7ba085efb369","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"高橋, 楓太"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"為栗, 敦生"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山口, 実靖"}],"nameIdentifiers":[{}]}]},"item_4_relation_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_select":"NCID","subitem_relation_type_id_text":"AB00006906"}}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2758-8262","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本研究では，スマートフォンのフリック入力における誤判定 (ユーザが意図した文字とシステムが認識する文字が異なる) 確率の低減を目的とし，機械学習による入力文字推定手法を提案する．提案手法は，ユーザがフリック入力を行った際に得られた座標データを基に機械学習による入力文字推定モデルを構築することで，高い精度でのユーザが意図した入力文字の推定を実現することを目指す．具体的には，フリック入力時に指を画面つけた開始地点の x,y 座標，離した終了地点の x,y 座標，およびこれらから派生するデータをもとに学習し，フリック入力時のユーザが入力を意図した文字を推定する．そして提案手法を評価し，通常のフリック入力よりも高い文字推定精度を実現できることを示す．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告コラボレーションとネットワークサービス（CN）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-01-15","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"25","bibliographicVolumeNumber":"2024-CN-121"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":231678,"links":{}}