{"_buckets": {"deposit": "f24621a2-1c8f-4520-92e6-9fc568911e7a"}, "_deposit": {"id": "30043", "owners": [], "pid": {"revision_id": 0, "type": "depid", "value": "30043"}, "status": "published"}, "_oai": {"id": "oai:nagoya.repo.nii.ac.jp:00030043", "sets": []}, "author_link": ["99094", "99095"], "item_1615768549627": {"attribute_name": "出版タイプ", "attribute_value_mlt": [{"subitem_version_resource": "http://purl.org/coar/version/c_970fb48d4fbd8a85", "subitem_version_type": "VoR"}]}, "item_9_alternative_title_19": {"attribute_name": "その他のタイトル", "attribute_value_mlt": [{"subitem_alternative_title": "Text mining ‘Malte’s notebooks’ : Quantitative analysis of ‘change’ in the first-person narrative", "subitem_alternative_title_language": "en"}]}, "item_9_biblio_info_6": {"attribute_name": "書誌情報", "attribute_value_mlt": [{"bibliographicIssueDates": {"bibliographicIssueDate": "2020-03-31", "bibliographicIssueDateType": "Issued"}, "bibliographicPageEnd": "63", "bibliographicPageStart": "39", "bibliographicVolumeNumber": "3", "bibliographic_titles": [{"bibliographic_title": "名古屋大学人文学研究論集", "bibliographic_titleLang": "ja"}]}]}, "item_9_description_4": {"attribute_name": "抄録", "attribute_value_mlt": [{"subitem_description": "Rainer Maria Rilke’s ‘The Notebooks of Malte Laurids Brigge’ (1910) consists of 71 chapters with differing lengths and styles that were written by the protagonist, who wants to be a poet, divided into Part 1 and Part II. Malte continuously repeats the phrase ‘I must change’. Previous studies have attempted to find some ‘differences’ between Part 1 and Part 2 and have argued that there is a ‘change’ in Malte. If so, what kind of change did Malte undergo? And how is the change demonstrated? Since there is no third-person narrator who objectively describes change across the work, it is difficult to recognise explicit change, as the sentences are all spoken in first person. The purpose of this paper is to clarify if there is any change that occurs in this work, and if so, what kind of change it is, by using text mining techniques (multilingual text mining software MTmineR). First, because the work is divided into two parts, a word cloud was used to compare the first half to the second half. In the first half, ‘I’ was the most frequent word, and in the second half, ‘he’. Next, using the random forest method, we examined the style of previous memories and of present events, and found that the style of short novels and of critiques were used in both (the average error rate of Out of Bag data was 5.49%). After that, the 71 chapters were divided by the random forest method into two groups (35 chapters were identified as short stories and 36 as critiques). Results showed that both styles were used in the first half as well as in the second half. Based on these results, the short novel group and the critique group were compared according to content words using the word cloud. The most frequent word in the short novel group was the verb ‘see’, and in the critique group, the adverb ‘such’. ‘That’ was widely used in both groups, and network analysis found that in the short novel group, ‘that’ is often associated with words such as ‘remember’ and ‘feel’. This result partially supports the hypothesis that the first half was written with a subjective narrative, but the second half shifted to a chronological narrative. However, it can be seen that this work is not necessarily divided into two equally weighted halves, but rather two phases of time, past and present, and the two styles of narrative and critique evolve while intersecting in various ways. As described above, a new perspective can be provided by using the text mining technique. However, text mining techniques assist and augment traditional literature research, do not exclude literature research, and do not replace the practice of reading comprehension. What is needed now is to enrich the literary space through the use of text mining, while keeping the limitations of this method in mind.", "subitem_description_language": "en", "subitem_description_type": "Abstract"}]}, "item_9_description_5": {"attribute_name": "内容記述", "attribute_value_mlt": [{"subitem_description": "本研究は、以下の研究助成による成果の一部です。課題設定による先導的人文学・社会科学研究推進事業(領域開発プログラム)「予測的符号化の原理による心性の創発と共有 : 認知科学・人文学・情報学の総合的研究」, 科学研究費補助金(基盤(B))「予測を生み出す推論装置--文学・数学・美術史・科学哲学史・認知科学からの展望」(課題番号19H01201), 科学研究費補助金(基盤(B))「言説を動かす情動とファシズムの変貌：テキストマイニングによる独伊仏日の資料分析」(課題番号19KT0002)", "subitem_description_language": "ja", "subitem_description_type": "Other"}]}, "item_9_identifier_registration": {"attribute_name": "ID登録", "attribute_value_mlt": [{"subitem_identifier_reg_text": "10.18999/jouhunu.3.39", "subitem_identifier_reg_type": "JaLC"}]}, "item_9_publisher_32": {"attribute_name": "出版者", "attribute_value_mlt": [{"subitem_publisher": "名古屋大学人文学研究科", "subitem_publisher_language": "ja"}]}, "item_9_select_15": {"attribute_name": "著者版フラグ", "attribute_value_mlt": [{"subitem_select_item": "publisher"}]}, "item_9_source_id_7": {"attribute_name": "ISSN（print）", "attribute_value_mlt": [{"subitem_source_identifier": "2433-233X", "subitem_source_identifier_type": "PISSN"}]}, "item_access_right": {"attribute_name": "アクセス権", "attribute_value_mlt": [{"subitem_access_right": "open access", "subitem_access_right_uri": "http://purl.org/coar/access_right/c_abf2"}]}, "item_creator": {"attribute_name": "著者", "attribute_type": "creator", "attribute_value_mlt": [{"creatorNames": [{"creatorName": "中村, 靖子", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "99094", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "Nakamura, Yasuko", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "99095", "nameIdentifierScheme": "WEKO"}]}]}, "item_files": {"attribute_name": "ファイル情報", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_date", "date": [{"dateType": "Available", "dateValue": "2020-05-25"}], "displaytype": "detail", "download_preview_message": "", "file_order": 0, "filename": "jouhunu_3_39.pdf", "filesize": [{"value": "2.3 MB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_note", "mimetype": "application/pdf", "size": 2300000.0, "url": {"label": "jouhunu_3_39.pdf", "objectType": "fulltext", "url": "https://nagoya.repo.nii.ac.jp/record/30043/files/jouhunu_3_39.pdf"}, "version_id": "6f6e5d29-6706-4482-889d-53da30795f1f"}]}, "item_keyword": {"attribute_name": "キーワード", "attribute_value_mlt": [{"subitem_subject": "『マルテの手記』", "subitem_subject_scheme": "Other"}, {"subitem_subject": "テキストマイニング", "subitem_subject_scheme": "Other"}, {"subitem_subject": "ランダムフォレスト", "subitem_subject_scheme": "Other"}, {"subitem_subject": "ワードクラウド", "subitem_subject_scheme": "Other"}, {"subitem_subject": "主成分分析", "subitem_subject_scheme": "Other"}, {"subitem_subject": "クラスター分析", "subitem_subject_scheme": "Other"}, {"subitem_subject": "共起ネットワーク分析", "subitem_subject_scheme": "Other"}, {"subitem_subject": "リルケ", "subitem_subject_scheme": "Other"}, {"subitem_subject": "Die Aufzeichnungen des Malte Laurids Brigge", "subitem_subject_scheme": "Other"}, {"subitem_subject": "Text Mining", "subitem_subject_scheme": "Other"}, {"subitem_subject": "random forest", "subitem_subject_scheme": "Other"}, {"subitem_subject": "word cloud", "subitem_subject_scheme": "Other"}, {"subitem_subject": "network\\nanalysis", "subitem_subject_scheme": "Other"}, {"subitem_subject": "cluster analysis", "subitem_subject_scheme": "Other"}, {"subitem_subject": "principal component analysis", "subitem_subject_scheme": "Other"}, {"subitem_subject": "Rilke", "subitem_subject_scheme": "Other"}]}, "item_language": {"attribute_name": "言語", "attribute_value_mlt": [{"subitem_language": "jpn"}]}, "item_resource_type": {"attribute_name": "資源タイプ", "attribute_value_mlt": [{"resourcetype": "departmental bulletin paper", "resourceuri": "http://purl.org/coar/resource_type/c_6501"}]}, "item_title": "『マルテの手記』をテキストマイニングする！ : リルケ散文の計量的分析を用いた相補的研究の試み", "item_titles": {"attribute_name": "タイトル", "attribute_value_mlt": [{"subitem_title": "『マルテの手記』をテキストマイニングする！ : リルケ散文の計量的分析を用いた相補的研究の試み", "subitem_title_language": "ja"}]}, "item_type_id": "9", "owner": "1", "path": ["2503"], "permalink_uri": "https://doi.org/10.18999/jouhunu.3.39", "pubdate": {"attribute_name": "PubDate", "attribute_value": "2020-05-25"}, "publish_date": "2020-05-25", "publish_status": "0", "recid": "30043", "relation": {}, "relation_version_is_last": true, "title": ["『マルテの手記』をテキストマイニングする！ : リルケ散文の計量的分析を用いた相補的研究の試み"], "weko_shared_id": -1}