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Development of Data Mining Resources for Knowledge Discovery of Pre-Modern Japanese Concepts

开发用于前现代日本概念知识发现的数据挖掘资源

基本信息

批准号：
16200018
负责人：
YAMADA Shoji
金额：
$ 25.46万
依托单位：
International Research Center for Japanese Studies
依托单位国家：
日本
项目类别：
Grant-in-Aid for Scientific Research (A)
财政年份：
2004
资助国家：
日本
起止时间：
2004 至 2006
项目状态：
已结题

来源：
https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-16200018/
关键词：
Data Mining Kojiruien Full Text Database Historical Documents Knowledge Discovery

项目摘要

We constructed the full text data of Chi part of Kojiruien (4,200 pages) attaching XML tags. The fourth proofed complete text data of volume I of Chi part is available with extended characters and the conversion table to Unicode. The volume II and III revised second and first, respectively ; besides, we digitized Kuzushi-ji yoorei jiten (Tokyodo Shoten), the standard dictionary for reading historical documents, to complement pre-modern terms.We developed a web-based system to browse Ten part text of Kojiruien and the full page images of whole Kojiruien (67,000 pages) with linking Kojiruien index (42,000 terms) and its phonetic index (64,000 entries). Through our research, electric information of basic pre-modern terms was developed. The Kojiruien index was converted into a thesaurus dictionary; we uploaded the thesaurus and a dictionary usable for Japanese morphological analysis to the website of our project. The web-based system of Kojiruien full text and page images are also opened at the International Research Center for Japanese Studies and the National Institute for Japanese Literature. In addition, we developed a Wiki-based prototype system and conducted a feasibility study of its effectiveness.As a case study of data mining for the Humanities, we conducted a data mining study to Renga Haikai database of the International Research Center for Japanese Studies. Through the investigation, we generated a collocation dictionary of pre-modern terms; by using the dictionary, we were successfully extracted a new finding on transition of hototogisu image in renga. Finally, we published the collocation dictionary of renga.

我们构建了附加XML标签的Kojiruien的Chi部分的全文数据（4，200页）。第四次校对的第一卷《赤》部分的全文数据可提供扩展字符和Unicode转换表。第二卷和第三卷分别经第二次和第一次修订;另外，我们把血之寺与光之天数字化了，（Tokyodo Shoten），用于阅读历史文献的标准词典，以补充前现代术语。我们开发了一个基于Web的系统，可以浏览Kojiruien的十部分文本和整个Kojiruien的整页图像（67，000页），链接Kojiruien索引（42，000个术语）和语音索引（64，000个条目）。通过我们的研究，开发了基本的前现代术语的电子信息。Kojiruien索引被转换为同义词词典;我们将同义词词典和可用于日语形态分析的词典上传到我们项目的网站。国际日本研究中心和国立日本文学研究所也开设了基于网络的Kojiruien全文和页面图像系统。此外，我们还开发了一个基于维基百科的原型系统，并对其有效性进行了可行性研究。作为人文学科数据挖掘的案例研究，我们对国际日本研究中心的莲贺海开数据库进行了数据挖掘研究。通过调查，我们生成了一个前现代术语的搭配词典，利用该词典，我们成功地提取了一个新的发现，即连贺中的光符符图像的转换。最后，我们出版了《仁加搭配词典》。