{"_buckets": {"deposit": "4ec9a990-06ef-48c1-a4b6-b38ef51b858d"}, "_deposit": {"id": "18756", "owners": [], "pid": {"revision_id": 0, "type": "depid", "value": "18756"}, "status": "published"}, "_oai": {"id": "oai:nagoya.repo.nii.ac.jp:00018756"}, "item_10_alternative_title_19": {"attribute_name": "\u305d\u306e\u4ed6\u306e\u8a00\u8a9e\u306e\u30bf\u30a4\u30c8\u30eb", "attribute_value_mlt": [{"subitem_alternative_title": "A Proposal of Recommendation System Considering Personalizability"}]}, "item_10_biblio_info_6": {"attribute_name": "\u66f8\u8a8c\u60c5\u5831", "attribute_value_mlt": [{"bibliographicIssueDates": {"bibliographicIssueDate": "2013-03", "bibliographicIssueDateType": "Issued"}, "bibliographicIssueNumber": "1", "bibliographicPageEnd": "118", "bibliographicPageStart": "111", "bibliographicVolumeNumber": "6", "bibliographic_titles": [{"bibliographic_title": "\u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u8ad6\u6587\u8a8c: \u6570\u7406\u30e2\u30c7\u30eb\u5316\u3068\u5fdc\u7528"}]}]}, "item_10_description_4": {"attribute_name": "\u6284\u9332", "attribute_value_mlt": [{"subitem_description": "\u8fd1\u5e74,\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u666e\u53ca\u3068\u305d\u308c\u306b\u3068\u3082\u306a\u3046\u5404\u7a2e\u30e1\u30c7\u30a3\u30a2\u306e\u767a\u9054\u306b\u3088\u308a,\u30e6\u30fc\u30b6\u304c\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u306a\u60c5\u5831\u306e\u91cf\u306f\u81a8\u5927\u306a\u3082\u306e\u3068\u306a\u3063\u305f\u304c,\u4e00\u65b9\u3067,\u30e6\u30fc\u30b6\u306b\u3068\u3063\u3066\u4fa1\u5024\u306e\u3042\u308b\u60c5\u5831\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u306f\u56f0\u96e3\u3068\u306a\u3063\u3066\u3044\u308b.\u305d\u306e\u305f\u3081,\u30e6\u30fc\u30b6\u306e\u30a2\u30a4\u30c6\u30e0\u9078\u629e\u3092\u652f\u63f4\u3059\u308b\"\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\"\u306b\u6ce8\u76ee\u304c\u96c6\u307e\u308a,\u69d8\u3005\u306a\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u304c\u5b9f\u7528\u5316\u3055\u308c\u59cb\u3081\u3066\u3044\u308b.\u3053\u306e\u3088\u3046\u306a\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u8a55\u4fa1\u306b\u306f,\u3053\u308c\u307e\u3067\u4e3b\u306b\"\u7cbe\u5ea6\"\u304c\u7528\u3044\u3089\u308c\u3066\u304d\u305f\u304c,\u8fd1\u5e74,\u30e6\u30fc\u30b6\u6e80\u8db3\u5ea6\u306e\u89b3\u70b9\u304b\u3089,\u4ed6\u306b\u3082\u69d8\u3005\u306a\u5074\u9762\u3092\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u6027\u304c\u6307\u6458\u3055\u308c\u59cb\u3081\u3066\u3044\u308b.\"Serendipity\"\u306f\u305d\u306e\u4e2d\u306e1\u3064\u3067\u3042\u308a,\u63a8\u85a6\u30a2\u30a4\u30c6\u30e0\u306e\u76ee\u65b0\u3057\u3055,\u610f\u5916\u6027\u3092\u8868\u3059.\u672c\u8ad6\u6587\u3067\u306f,Serendipity\u306e\u4e00\u9762\u3068\u3057\u3066\"Personalizability\"\u3092\u5b9a\u7fa9\u3057,Personalizability\u3092\u8003\u616e\u3057\u305f\u63a8\u85a6\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b.\u307e\u305f,\u63d0\u6848\u624b\u6cd5\u3092\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf\u306b\u9069\u7528\u3057,\u63a8\u85a6\u306b\u304a\u3051\u308b\u7cbe\u5ea6\u3068Personalizability\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u8abf\u7bc0\u53ef\u80fd\u3067\u3042\u308b\u3053\u3068,\u5f93\u6765\u624b\u6cd5\u3068\u6bd4\u3079,Personalizability\u306b\u304a\u3044\u3066\u512a\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059. Recently, a user can access a huge amount of information with the popularization of Internet and the development of media associated with that. On the other hand, it becomes difficult for him/her to choose desirable or valuable ones. Then various recommendation systems have been studied and put into practical use to support users\u0027 selection. Though \"accuracy\" has been used as the evaluation of these systems so far, it is said that other evaluation factors are also needed from the aspect of the satisfaction of users. \"Serendipity,\" which includes novelty or unexpectedness, is one of the evaluation indexes for user satisfaction. This paper defines and quantifies \"Personalizability\" as a part of \"Serendipity.\" This paper proposes a recommendation system considering \"Personalizability,\" and applies the proposed method to benchmark data. It shows that this method can adjust the balance between \"Accuracy\" and \"Personalizability\" and it is superior to the conventional method in terms of \"Personalizability.\"", "subitem_description_type": "Abstract"}]}, "item_10_identifier_60": {"attribute_name": "URI", "attribute_value_mlt": [{"subitem_identifier_type": "URI", "subitem_identifier_uri": "http://id.nii.ac.jp/1001/00091259/"}, {"subitem_identifier_type": "HDL", "subitem_identifier_uri": "http://hdl.handle.net/2237/20852"}]}, "item_10_publisher_32": {"attribute_name": "\u51fa\u7248\u8005", "attribute_value_mlt": [{"subitem_publisher": "\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u60c5\u5831\u51e6\u7406\u5b66\u4f1a"}]}, "item_10_rights_12": {"attribute_name": "\u6a29\u5229", "attribute_value_mlt": [{"subitem_rights": "\u3053\u3053\u306b\u63b2\u8f09\u3057\u305f\u8457\u4f5c\u7269\u306e\u5229\u7528\u306b\u95a2\u3059\u308b\u6ce8\u610f \u672c\u8457\u4f5c\u7269\u306e\u8457\u4f5c\u6a29\u306f\u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u306b\u5e30\u5c5e\u3057\u307e\u3059\u3002\u672c\u8457\u4f5c\u7269\u306f\u8457\u4f5c\u6a29\u8005\u3067\u3042\u308b\u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u306e\u8a31\u53ef\u306e\u3082\u3068\u306b\u63b2\u8f09\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u3054\u5229\u7528\u306b\u5f53\u305f\u3063\u3066\u306f\u300c\u8457\u4f5c\u6a29\u6cd5\u300d\u306a\u3089\u3073\u306b\u300c\u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u502b\u7406\u7db1\u9818\u300d\u306b\u5f93\u3046\u3053\u3068\u3092\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002Notice for the use of this material The copyright of this material is retained by the Information Processing Society of Japan (IPSJ). 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Mail to address editj\uff20ipsj.or.jp, please."}]}, "item_10_select_15": {"attribute_name": "\u8457\u8005\u7248\u30d5\u30e9\u30b0", "attribute_value_mlt": [{"subitem_select_item": "publisher"}]}, "item_10_source_id_7": {"attribute_name": "ISSN", "attribute_value_mlt": [{"subitem_source_identifier": "0387-5806", "subitem_source_identifier_type": "ISSN"}]}, "item_creator": {"attribute_name": "\u8457\u8005", "attribute_type": "creator", "attribute_value_mlt": [{"creatorNames": [{"creatorName": "\u5409\u5ddd, \u5927\u5f18"}], "nameIdentifiers": [{"nameIdentifier": "54705", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "Yoshikawa, Tomohiro"}], "nameIdentifiers": [{"nameIdentifier": "54706", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "\u68ee, \u8cb4\u7ae0"}], "nameIdentifiers": [{"nameIdentifier": "54707", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "Mori, Takafumi"}], "nameIdentifiers": [{"nameIdentifier": "54708", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "\u53e4\u6a4b, \u6b66"}], "nameIdentifiers": [{"nameIdentifier": "54709", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "Furuhashi, Takeshi"}], "nameIdentifiers": [{"nameIdentifier": "54710", "nameIdentifierScheme": "WEKO"}]}]}, "item_files": {"attribute_name": "\u30d5\u30a1\u30a4\u30eb\u60c5\u5831", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_date", "date": [{"dateType": "Available", "dateValue": "2018-02-21"}], "displaytype": "detail", "download_preview_message": "", "file_order": 0, "filename": "42_A_Proposal_of_Recommendation_System.pdf", "filesize": [{"value": "1.5 MB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 1500000.0, "url": {"label": "42_A_Proposal_of_Recommendation_System.pdf", "url": "https://nagoya.repo.nii.ac.jp/record/18756/files/42_A_Proposal_of_Recommendation_System.pdf"}, "version_id": "f0aa324c-264c-4620-834c-c95bcfeeb570"}]}, "item_language": {"attribute_name": "\u8a00\u8a9e", "attribute_value_mlt": [{"subitem_language": "jpn"}]}, "item_resource_type": {"attribute_name": "\u8cc7\u6e90\u30bf\u30a4\u30d7", "attribute_value_mlt": [{"resourcetype": "journal article", "resourceuri": "http://purl.org/coar/resource_type/c_6501"}]}, "item_title": "Personalizability\u3092\u8003\u616e\u3057\u305f\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u63d0\u6848", "item_titles": {"attribute_name": "\u30bf\u30a4\u30c8\u30eb", "attribute_value_mlt": [{"subitem_title": "Personalizability\u3092\u8003\u616e\u3057\u305f\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u63d0\u6848"}]}, "item_type_id": "10", "owner": "1", "path": ["320/321/322"], "permalink_uri": "http://hdl.handle.net/2237/20852", "pubdate": {"attribute_name": "\u516c\u958b\u65e5", "attribute_name_i18n": "\u516c\u958b\u65e5", "attribute_value": "2014-11-21"}, "publish_date": "2014-11-21", "publish_status": "0", "recid": "18756", "relation": {}, "relation_version_is_last": true, "title": ["Personalizability\u3092\u8003\u616e\u3057\u305f\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u63d0\u6848"], "weko_shared_id": null}