{"created":"2025-01-19T01:03:38.009987+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00199758","sets":["934:1022:9621:9893"]},"path":["9893"],"owner":"44499","recid":"199758","title":["多変量データをSPJ質問により統合する平行座標プロット型情報可視化システムと操作言語"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-10-23"},"_buckets":{"deposit":"67cea672-f192-41d3-a295-c1fa135b3ff2"},"_deposit":{"id":"199758","pid":{"type":"depid","value":"199758","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"多変量データをSPJ質問により統合する平行座標プロット型情報可視化システムと操作言語","author_link":["484533","484532","484531","484534","484536","484535"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"多変量データをSPJ質問により統合する平行座標プロット型情報可視化システムと操作言語"},{"subitem_title":"A Visualization System of Parallel Coordinates Plot and an Operation Language Integrating Multivariate Data by SPJ Query","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"[研究論文] 情報可視化，平行座標プロット，多変量データ分析，SPJ質問","subitem_subject_scheme":"Other"}]},"item_type_id":"3","publish_date":"2019-10-23","item_3_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"横浜国立大学大学院環境情報学府情報メディア環境学専攻／現在，ドコモ・システムズ株式会社"},{"subitem_text_value":"横浜国立大学大学院環境情報学府情報環境専攻"},{"subitem_text_value":"横浜国立大学大学院環境情報研究院"}]},"item_3_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Department of Information Media and Environment Sciences, Graduate School of Environment and Information Sciences, Yokohama National University / Presently with DOCOMO Systems, Inc.","subitem_text_language":"en"},{"subitem_text_value":"Department of Information Environment, Graduate School of Environment and Information Sciences, Yokohama National University","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Environment and Information Sciences, Yokohama National 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/199758/files/IPSJ-TOD1204005.pdf","label":"IPSJ-TOD1204005.pdf"},"date":[{"dateType":"Available","dateValue":"2021-10-23"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-TOD1204005.pdf","filesize":[{"value":"4.3 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":"13"},{"tax":["include_tax"],"price":"0","billingrole":"39"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"36bbb070-b3f9-4f84-bd3a-d03b887fe755","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2019 by the Information Processing Society of Japan"}]},"item_3_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"濱崎, 裕太"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"植村, 智明"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"富井, 尚志"}],"nameIdentifiers":[{}]}]},"item_3_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yuta, Hamasaki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Toshiaki, Uemura","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takashi, Tomii","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_3_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11464847","subitem_source_identifier_type":"NCID"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_6501","resourcetype":"journal article"}]},"item_3_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1882-7799","subitem_source_identifier_type":"ISSN"}]},"item_3_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"センサ・ストレージ技術の発達により，多くの属性を含む多変量データをすべて蓄積可能になった．それにともない，多変量データを分析することで，新たな知見を獲得可能となった．しかしながら，多変量データの分析は一般に困難であり，可視化システムによる支援が不可欠である．これに対し本研究では，可視化手法の1つである平行座標プロット（PCP: Parallel Coordinates Plot）に対し，PCPの操作過程を保存・再現する操作言語を組み込んだ情報可視化システムを提案する．本言語は，関係代数におけるSPJ（Selection-Projection-Join）質問に相当する記述が可能かつSQLに類似した言語として，本論文で提案するものである．これらにより，PCP上での操作と言語を相互変換し，作業経過を言語として保存することで，データ分析の試行錯誤の支援を実現する．また，服飾文化財と自動車走行ログという異なる2つのコンテンツに対して可視化を行うことにより，提案システムの汎用性・有用性を示す．","subitem_description_type":"Other"}]},"item_3_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"Large amounts of multivariate data can be stored in data storage through the development of sensor and storage technology. Consequently, it is possible to obtain new findings by analyzing multivariate data. However, multivariate data analysis is generally difficult, so support for a visualization system is essential. In this paper, we present new visualization system of parallel coordinates plot (PCP) embedded a feature of snapshotting operation histories in language form. Our proposed language is like SQL, and it can represent SPJ (Selection-Projection-Join) by relational algebra. These make analysts possible to interact both operation and language on PCP, consequently by using proposed system, the users can analyze multivariate data heuristically. In addition, we show the versatility and usefulness of the proposed system by visualizing two different contents of clothing cultural properties and moving logs of cars.","subitem_description_type":"Other"}]},"item_3_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"39","bibliographic_titles":[{"bibliographic_title":"情報処理学会論文誌データベース（TOD）"}],"bibliographicPageStart":"27","bibliographicIssueDates":{"bibliographicIssueDate":"2019-10-23","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"4","bibliographicVolumeNumber":"12"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":199758,"updated":"2025-01-19T21:32:58.339083+00:00","links":{}}