{"created":"2023-05-15T11:59:39.248589+00:00","id":6178,"links":{},"metadata":{"_buckets":{"deposit":"85bc44e3-efa0-4c8d-b348-3dd00156ac2d"},"_deposit":{"created_by":3,"id":"6178","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"6178"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00006178","sets":["15:20"]},"author_link":["25393","27425"],"item_23_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2018-12-04","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"19","bibliographicPageEnd":"1266-7","bibliographicPageStart":"1266-1","bibliographicVolumeNumber":"2","bibliographic_titles":[{"bibliographic_title":"Proceedings"}]}]},"item_23_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"We detail the solution to the UCAmI Cup Challenge to recognizing on going activities at home from sensor measurements. We use binary sensors and proximity sensor measurements for the recognition. We use an hybrid strategy, combining a probabilistic model and a definition-based model. The former consists of a Hidden Markov Model using the result of a neural network as emission probabilities. It is trained with the labelled data provided by the Cup. The latter approach takes advantage of the descriptions provided for each of the activities which are expressed in logical statements based on the sensors states. We then combine the results with a weighted average. We compare the performance of each individual strategy and of the combined strategy.","subitem_description_type":"Abstract"}]},"item_23_description_5":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"12th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), 4–7 December 2018, Punta Cana, Dominican Republic","subitem_description_type":"Other"}]},"item_23_description_60":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"Conference Paper","subitem_description_type":"Other"}]},"item_23_link_61":{"attribute_name":"研究者情報","attribute_value_mlt":[{"subitem_link_url":"https://hyokadb02.jimu.kyutech.ac.jp/html/140_ja.html"}]},"item_23_publisher_7":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"MDPI"}]},"item_23_relation_12":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isIdenticalTo","subitem_relation_type_id":{"subitem_relation_type_id_text":"info:doi/10.3390/proceedings2191266","subitem_relation_type_select":"DOI"}}]},"item_23_relation_14":{"attribute_name":"情報源","attribute_value_mlt":[{"subitem_relation_name":[{"subitem_relation_name_text":"https://doi.org/10.3390/proceedings2191266"}],"subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.3390/proceedings2191266","subitem_relation_type_select":"DOI"}}]},"item_23_rights_13":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"Copyright (c) 2018 by the authors. Licensee MDPI, Basel, Switzerland."},{"subitem_rights":"Creative Commons Attribution (CC BY) license"},{"subitem_rights":"http://creativecommons.org/licenses/by/4.0/"}]},"item_23_select_59":{"attribute_name":"査読の有無","attribute_value_mlt":[{"subitem_select_item":"yes"}]},"item_23_source_id_8":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2504-3900","subitem_source_identifier_type":"ISSN"}]},"item_23_text_28":{"attribute_name":"論文ID（連携）","attribute_value_mlt":[{"subitem_text_value":"10345301"}]},"item_23_text_37":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Engineering, Kyushu Institute of Technology, 804-8550 Kitakyushu, Japan"},{"subitem_text_value":"Graduate School of Engineering, Kyushu Institute of Technology, 804-8550 Kitakyushu, Japan"}]},"item_23_text_62":{"attribute_name":"連携ID","attribute_value_mlt":[{"subitem_text_value":"7884"}]},"item_23_version_type_58":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Lago,  Paula"}],"nameIdentifiers":[{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"Inoue, Sozo","creatorNameLang":"en"},{"creatorName":"井上, 創造","creatorNameLang":"ja"},{"creatorName":"イノウエ, ソウゾウ","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{},{},{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2019-09-12"}],"displaytype":"detail","filename":"proceedings2191266.pdf","filesize":[{"value":"391.4 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"proceedings2191266.pdf","url":"https://kyutech.repo.nii.ac.jp/record/6178/files/proceedings2191266.pdf"},"version_id":"9b44bd4c-c27e-4ea0-b1b8-e026d7fe5e8d"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"activity recognition","subitem_subject_scheme":"Other"},{"subitem_subject":"daily living activities","subitem_subject_scheme":"Other"},{"subitem_subject":"neural networks","subitem_subject_scheme":"Other"},{"subitem_subject":"hidden markov models","subitem_subject_scheme":"Other"},{"subitem_subject":"event recognition","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":"conference paper","resourceuri":"http://purl.org/coar/resource_type/c_5794"}]},"item_title":"A Hybrid Model Using Hidden Markov Chain and Logic Model for Daily Living Activity Recognition","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"A Hybrid Model Using Hidden Markov Chain and Logic Model for Daily Living Activity Recognition"}]},"item_type_id":"23","owner":"3","path":["20"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-09-12"},"publish_date":"2019-09-12","publish_status":"0","recid":"6178","relation_version_is_last":true,"title":["A Hybrid Model Using Hidden Markov Chain and Logic Model for Daily Living Activity Recognition"],"weko_creator_id":"3","weko_shared_id":3},"updated":"2023-10-25T10:14:07.559852+00:00"}