{"created":"2023-08-02T03:58:05.849454+00:00","id":7241,"links":{},"metadata":{"_buckets":{"deposit":"fce74feb-1126-4121-a778-1430ba72c72a"},"_deposit":{"created_by":10,"id":"7241","owners":[10],"pid":{"revision_id":0,"type":"depid","value":"7241"},"status":"published"},"_oai":{"id":"oai:repository.lib.tottori-u.ac.jp:00007241","sets":["1:10","2:12"]},"author_link":["26865","4697","26866","26867","26868"],"item_10001_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2021-01-07","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"8","bibliographic_titles":[{"bibliographic_title":"JOURNAL OF BIG DATA"},{"bibliographic_title":"JOURNAL OF BIG DATA","bibliographic_titleLang":"en"}]}]},"item_10001_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"With recent developments in ICT, the interest in using large amounts of accumulated data for traffic policy planning has increased significantly. In recent years, data polishing has been proposed as a new method of big data analysis. Data polishing is a graphical clustering method, which can be used to extract patterns that are similar or related to each other by identifying the cluster structures present in the data. The purpose of this study is to identify the travel patterns of railway passengers by applying data polishing to smart card data collected in the Kagawa Prefecture, Japan. To this end, we consider 9,008,709 data points collected over a period of 15 months, ranging from December 1st, 2013 to February 28th, 2015. This dataset includes various types of information, including trip histories and types of passengers. This study implements data polishing to cluster 4,667,520 combinations of information regarding individual rides in terms of the day of the week, the time of the day, passenger types, and origin and destination stations. Via the analysis, 127 characteristic travel patterns are identified in aggregate.","subitem_description_type":"Other"}]},"item_10001_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Springer Open"}]},"item_10001_relation_14":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isIdenticalTo","subitem_relation_type_id":{"subitem_relation_type_id_text":"10.1186/s40537-020-00402-w","subitem_relation_type_select":"DOI"}}]},"item_10001_relation_16":{"attribute_name":"情報源","attribute_value_mlt":[{"subitem_relation_name":[{"subitem_relation_name_text":"Hosoe, M., Kuwano, M. & Moriyama, T. A method for extracting travel patterns using data polishing. J Big Data 8, 13 (2021). https://doi.org/10.1186/s40537-020-00402-w"}]}]},"item_10001_relation_17":{"attribute_name":"関連サイト","attribute_value_mlt":[{"subitem_relation_name":[{"subitem_relation_name_text":"https://journalofbigdata.springeropen.com/articles/10.1186/s40537-020-00402-w"}],"subitem_relation_type_id":{"subitem_relation_type_id_text":"https://journalofbigdata.springeropen.com/articles/10.1186/s40537-020-00402-w","subitem_relation_type_select":"URI"}}]},"item_10001_rights_15":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"(C) The Author(s) 2021. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the o"}]},"item_10001_text_26":{"attribute_name":"EISSN","attribute_value_mlt":[{"subitem_text_value":"21961115"}]},"item_10001_text_33":{"attribute_name":"著者所属（英）","attribute_value_mlt":[{"subitem_text_language":"en","subitem_text_value":"Tottori University"},{"subitem_text_language":"en","subitem_text_value":"Tottori University"},{"subitem_text_language":"en","subitem_text_value":"Tottori University"}]},"item_10001_version_type_20":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"細江, 美欧"},{"creatorName":"ホソエ, ミオ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"桑野, 将司"},{"creatorName":"クワノ, マサシ","creatorNameLang":"ja-Kana"},{"creatorName":"Kuwano, Masashi","creatorNameLang":"en"}],"nameIdentifiers":[{},{},{}]},{"creatorNames":[{"creatorName":"森山, 卓"},{"creatorName":"モリヤマ, タク","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hosoe, Mio","creatorNameLang":"en"},{"creatorName":"ホソエ, ミオ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Moriyama, Taku","creatorNameLang":"en"},{"creatorName":"モリヤマ, タク","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2023-03-17"}],"displaytype":"detail","filename":"jbd8_s40537-020-00402-w.pdf","filesize":[{"value":"1.7 MB"}],"format":"application/pdf","licensefree":"(C) The Author(s) 2021. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the o","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"jbd8_s40537-020-00402-w.pdf","url":"https://repository.lib.tottori-u.ac.jp/record/7241/files/jbd8_s40537-020-00402-w.pdf"},"version_id":"5d695279-a052-44cd-903a-eb93db7d1793"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Public transport","subitem_subject_scheme":"Other"},{"subitem_subject":"Smart card","subitem_subject_scheme":"Other"},{"subitem_subject":"High order data","subitem_subject_scheme":"Other"},{"subitem_subject":"Public transport","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Smart card","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"High order data","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"journal article"}]},"item_title":"A method for extracting travel patterns using data polishing","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"A method for extracting travel patterns using data polishing","subitem_title_language":"en"}]},"item_type_id":"10001","owner":"10","path":["12","10"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2022-06-30"},"publish_date":"2022-06-30","publish_status":"0","recid":"7241","relation_version_is_last":true,"title":["A method for extracting travel patterns using data polishing"],"weko_creator_id":"10","weko_shared_id":-1},"updated":"2023-09-29T00:41:11.430643+00:00"}