Global Literary Networks -- The Evolution of a Digital Humanities Project --
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1 Digital Humanities in Japanese Studies Presentation for Council on East Asian Libraries AAS, 2015 Hoyt Long University of Chicago
2 What are digital humanists doing? 1) Finding ways to archive and better curate digital collections - Image Collections, Text Collections, Databases w/ richly linked metadata, New presentation platforms (Omeka, Neatline) 2) Developing methods for small and large scale data analysis - Text Mining, Network Analysis, GIS, Image Analysis 3) Visualizing humanities data to facilitate data exploration - Tools for search and pattern detection (Voyant, Palladio) 4) In Japanese Studies? - Much of the focus still on #1, but slowly shifting to #2 and #3
3 How can librarians aid digital scholarship? 1) Learn about and help disseminate available tools & resources - DH Centers and Labs, DH Conferences (esp. JADH), Lib Guides, Online Tutorials, Digital Collections 2) Work to enhance access to existing collections and make them available for data analysis - Aozora, NINJAL corpus, HathiTrust, E-books, Electronic databases 3) Create workflows for building local digital collections and for transforming static print resources into dynamic archives - Scanning, OCR, data hosting, online access, copyright issues think of digital collections as resources for viewing and content analysis
4 Transforming Print to Database Transforming structured data via hand input, scan/ocr, or born-digital material 現代詩 : モダニズム詩誌作品要覧 100,000+ Poems 4,000+ Poets 166 Journals
5 The Database Version A SQL database made accessible through a simple web-interface
6
7
8 This dataset helped me to initiate a research project focused on translated content within Japanese modernist journals. The results of this project will appear as Fog and Steel: Mapping Communities of Literary Translation in an Information Age (forthcoming in Journal of Japanese Studies, Summer 2015). The data was useful for the following kinds of analysis: 1. Basic Statistical Analysis as a way to establish larger historical context and general trends
9 2. Finer-grained statistical analysis using richer categories of metadata
10 Translated Works, Complex network analysis to explore patterns of relation within the data (using Excel and Gephi)
11 Translation Communities, Transforming relational data to identify clusters or groupings of translated poets (Gephi)
12 5. Comparative exploratory analysis of global translation patterns using other national datasets
13 But what about the texts? From network analysis to text analysis How do patterns of publication and collaboration intersect with aesthetic/stylistic patterns?
14 What kinds of analysis can we do with literary textual data? 1. Obtain basic corpus linguistics measures (e.g., n-grams) using digitized texts and online tools like (e.g., Voyant). Useful for individual texts and small corpora.
15 2. Simple comparisons of lexical difference using digitized texts and online python tutorials
16 Haiku Not Haiku Old pond frogs jumped in sound of water These words (features) are associated with each class Lo, in the wind what legions pass, Phantom, innumerable, fleet! Watching, I dream their pauseless feet Are lights that run upon the grass. 3. Text classification and exploratory analysis using algorithmic approaches like machine learning (large corpora and advanced programming). From Literary Pattern Recognition: Modernism between Close Reading and Machine Learning, forthcoming in Critical Inquiry.
17 Number of Texts Assembling a Corpus of English-language Haiku Haiku Corpus Year Discovery Phase Experimental Phase Haiku Craze
18 Finding Evidence of those Haiku in Larger Corpus of Poems Magazine Corpora Dates Number of Short Poems Poetry Magazine (Early) Poetry Magazine (Late) Masses Little Review Others Smart Set Midland Contemporary Verse Lyric West Harlem Renaissance Magazines (Crisis, Opportunity) Generalist Magazines (Bookman, Century Magazine, Harper s Magazine, The Nation, New Republic, and Scribner s Magazine)
19 Number of Texts Creating an Expanded Corpus of Machine Discovered Haiku Misclassified Haiku Haiku Corpus Year
![Specific references to wealth and income were omnipresent in the literature of all countries before 1914, [Piketty] writes, because money was a stable social reference point.](/docs-images/81/84066847/images/20-0.jpg "After 1914, the inflationary shocks associated with two world wars briefly reduced inequality by devaluing capital.")
20 Specific references to wealth and income were omnipresent in the literature of all countries before 1914, [Piketty] writes, because money was a stable social reference point. After 1914, the inflationary shocks associated with two world wars briefly reduced inequality by devaluing capital. But inflation also rendered the meaning of money ambiguous, because prices now dated too rapidly to be meaningful for long. In response to this new fluidity, novelists simply stopped counting money; money at least in the form of specific amounts virtually disappeared from literature. Thomas Piketty, Capital in the Twenty- First Century (2014) 3. Macroscale analysis of linguistic trends using much larger corpora (8,000 novels) and advanced statistical analysis. From Cents and Sensibility, published in Slate magazine in December, (w/ Richard So and Ted Underwood)
21 What are the prospects for the study of Japanese literature? Short Term: Use existing collections like Aozora so as to begin exploratory work. There are over 12,000 works on Aozara, and about 1,000 of these are novel length. Need to build smaller sub-corpora of pre-processed texts. aozora-word.hahasoha.net
22 Long Term: Build our own mini-collections geared to individual research interests or larger scale projects. This will involve creating a workflow to scan, OCR, and pre-process texts to make them available for the methods described previously. For a new project, I m assembling a corpus of stream-of-consciousness inspired fiction from the early Showa period. Translation of James Joyce s Ulysses (serialized in Shi genjitsu beginning in 1930)
23 ユリシイズ 1 肥滿したバツク マリガンが石鹼壺の上に十文字に鏡と剃刀を橫たへたのを持ち 階上に堂々と現はれた 帶をつけぬ黃色い彼の室着のガウンを 軟かな朝の風がそつと脹らました 彼は壺をさし上げて讀誦した Introibo ad altare Dei. ( 我神の祭壇に入らん ) 立止つて 彼は暗い曲折した階段を覗き 嗄れた聲で呼んだ キンチ 上つて來ないか 怖るべきジエズユイツト 彼は莊重な步調で前進して 圓い砲塔に上つた 彼は各方角に向つて 三度 塔を 周圍の土地を 目醍めつつある山岳を 重々しく祝福した その時 ステイヴン デイダラスを見附けて 彼の方へ身を屈め 喉をごろごろ言はせ頭を振りながら 急いで宙に十字を切つた 不快でまだ眠むたいステイヴン デイダラスは 一番上の階段に肘をついて 彼を祝福しながらごろごろ言つてゐる馬に似た顏と 明るい剃髮せぬ樫の葉色に染められた髮とを 冷たく眺めた バツク マリガンは ー瞬間鏡の下を覗いてから 素早く壺を覆つた 室へ戾りたまへ と彼は嚴しく言つた 彼は說敎師の口調でつけ加へた 愛する人々よ これこそ眞のクリスト敎徒である 身も魂も血も總て 音樂は緩やかに どうぞ 皆さん 眼を閉ぢて下さい ちよつとの間 それ等白血球に關しましては さう簡單には參りませぬ 皆さん 靜かに 彼は斜め上方を眺めて呼び立てるやうな長い低い口笛を吹き それから恍惚とした關心に囚はれて暫くやめてじつとしてゐた 彼のよく揃つた白い齒が處々に金の尖を光らした 黃金說敎師 强い銳い口笛が二つ靜寂を破つて答へた おうい ありがとう と彼は活潑に叫んだ 宜しい 流れをとめてくれ 彼は砲塔から飛び下りて 彼を眺めてゐる人間へ重々しい眼つきを投げた 彼のガウンの寬やかな襞が彼の足のまはりに集つた 脹れた蔭のある顏と不機嫌な橢圓形の頰とは 中世の藝術の保護者としての高僧を想はせた 喜ばしげな微笑が靜かに彼の唇に浮び出た 實に可笑しいね と彼は快活に言つた 君の名は 古代ギリシヤ人ぢやないか Translation of Ulysses processed with ABBYY OCR software and converted to raw.txt
24 ユリシイズ 1 肥滿したバツク マリガンが石鹼壺の上に十文字に鏡と剃刀を橫たへたのを持ち 階上に堂々と現はれた 帶をつけぬ黃色い彼の室着のガウンを 軟かな朝の風がそつと脹らました 彼は壺をさし上げて讀誦した Introibo ad altare Dei. ( 我神の祭壇に入らん ) 立止つて 彼は暗い曲折した階段を覗き 嗄れた聲で呼んだ キンチ 上つて來ないか 怖るべきジエズユイツト 彼は莊重な步調で前進して 圓い砲塔に上つた 彼は各方角に向つて 三度 塔を 周圍の土地を 目醍めつつある山岳を 重々しく祝福した その時 ステイヴン デイダラスを見附けて 彼の方へ身を屈め 喉をごろごろ言はせ頭を振りながら 急いで宙に十字を切つた 不快でまだ眠むたいステイヴン デイダラスは 一番上の階段に肘をついて 彼を祝福しながらごろごろ言つてゐる馬に似た顏と 明るい剃髮せぬ樫の葉色に染められた髮とを 冷たく眺めた バツク マリガンは ー瞬間鏡の下を覗いてから 素早く壺を覆つた 室へ戾りたまへ と彼は嚴しく言つた 彼は說敎師の口調でつけ加へた 愛する人々よ これこそ眞のクリスト敎徒である 身も魂も血も總て 音樂は緩やかに どうぞ 皆さん 眼を閉ぢて下さい ちよつとの間 それ等白血球に關しましては さう簡單には參りませぬ 皆さん 靜かに 彼は斜め上方を眺めて呼び立てるやうな長い低い口笛を吹き それから恍惚とした關心に囚はれて暫くやめてじつとしてゐた 彼のよく揃つた白い齒が處々に金の尖を光らした 黃金說敎師 强い銳い口笛が二つ靜寂を破つて答へた おうい ありがとう と彼は活潑に叫んだ 宜しい 流れをとめてくれ 彼は砲塔から飛び下りて 彼を眺めてゐる人間へ重々しい眼つきを投げた 彼のガウンの寬やかな襞が彼の足のまはりに集つた 脹れた蔭のある顏と不機嫌な橢圓形の頰とは 中世の藝術の保護者としての高僧を想はせた 喜ばしげな微笑が靜かに彼の唇に浮び出た 實に可笑しいね と彼は快活に言つた 君の名は 古代ギリシヤ人ぢやないか Raw.txt of Ulysses processed with Python and MeCab to create tokenized text
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Title 合併と企業統治 : 大正期東洋紡と大日本紡の比較 Author(s) 川井, 充 Citation 大阪大学経済学. 57(3) P.38-P.72 Issue 2007-12 Date Text Version publisher URL http://hdl.handle.net/11094/17848 DOI Rights Osaka University Vol.57 No.3
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1930 The popularization of Hagakure in 1930 s Japan Shinko TANIGUCHI The early 18 th -century text Hagakure, compiled by Yamamoto Jch and Tashiro Tsuramoto, is one of the seminal texts in bushido thought,
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Title < 論文 > 公立学校における在日韓国 朝鮮人教育の位置に関する社会学的考察 : 大阪と京都における 民族学級 の事例から Author(s) 金, 兌恩 Citation 京都社会学年報 : KJS = Kyoto journal of so 14: 21-41 Issue Date 2006-12-25 URL http://hdl.handle.net/2433/192679 Right
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Social Work Practice and Methods for Scientific Progress Yoshihiro Ohta Abstract : Although theories and methods of social work have been progressing new ideas and ways that support social work practice
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Comparative study of images related to plump and fat in Japan TARESAWA Yumiko, TAKEUCHI Misaki and TSUJIMOTO Yui Abstract : Ever since a fashion magazine for plump women was first published in March 2013,
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The Case Study of Shadow Education and Educational Achievement in the Korean Community Hwajung LEE This case study investigated the formation and role of one Korean cram school in Japan through fieldwork
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No.7, 587-598 (2006) The Historical and Social Significance of Foreign Brides in the Uonuma Region of Niigata Prefecture (1) TAKEDA Satoko Nihon University, Graduate School of Social and Cultural Studies
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