农业图书情报学报 ›› 2020, Vol. 32 ›› Issue (6): 23-33.doi: 10.13998/j.cnki.issn1002-1248.2020.03.16-0170

• 研究论文 • 上一篇    下一篇

基于数字人文视角的“情感-时空”模型探析

姜育彦, 李雅茹*   

  1. 南京大学金陵学院信息科学与工程学院,南京 210089
  • 收稿日期:2020-03-16 出版日期:2020-06-05 发布日期:2020-06-05
  • 通讯作者: 李雅茹(1985-),女,硕士,讲师,研究方向:数据分析,Email:651887786@qq.com。
  • 作者简介:姜育彦(1999-),ORCID:0000-0002-8353-5179,男,本科,研究方向:自然语言处理。
  • 基金资助:
    江苏高校哲学社会科学一般项目“自我调节理论视角下求职者社会化信息搜寻行为影响机理及对策研究”(项目编号:2019SJA0152)

An Analysis of the "Emotion Space Time" Model from the Perspective of Digital Humanity

JIANG Yuyan, LI Yaru*   

  1. School of information engineering, Jinling college, Nanjing University, Nanjing 210089
  • Received:2020-03-16 Online:2020-06-05 Published:2020-06-05

摘要: [目的/意义]数字工具、技术的出现扩大了人文、艺术和社会科学领域对知识的传统理解,重新定义了人文科学、社会科学、艺术学和自然科学之间的界限。[方法/过程]笔者借助文本智能分词和情感极性分析等技术,以提高方法的科学性和数据支持的量化程度。对从《唐宋名家词选》中选取的48首苏轼词作按创作时间排序后进行文本情感分析。通过情感极性分析技术判断作者的情感变迁,基于相关的定量历史数据库(提供历史地理信息支持),建立作品内含情感和时空背景两者之间的关系模型。[结果/结论]此模型的建立以期为建立古典文学作品知识库、深入研究传统文化、考证古人创作时间、人物历史以及所相关的历史事件和地方史志追溯提供新的支持。

关键词: 数字人文, 史学研究, 情感分析, 中文分词

Abstract: [Purpose / Significance] The emergence of digital tools and technologies has expanded the traditional understanding of knowledge in the fields of humanities, arts and social sciences, and redefined the boundaries between humanities, social sciences, arts and natural sciences. [Method / Process] Based on the special research situation of "Su Ci", this paper introduces the research of text polarity emotion analysis into historiography, in order to enhance the scientificity of methods and the quantifiable degree of data support. By digitizing the paper data (such as OCR) to generate data files that are convenient for computer use, and importing them into the emotion analysis system, the corresponding relationship of "emotion age" is generated based on the existing historical data obtained by the same method. Based on the relevant quantitative historical database (providing the support of Historical Geographic Information), the model of "emotion time space" is established. [Results / Conclusions] The establishment of this model is expected to provide new support for the establishing the knowledge base of classical literature works, the in-depth study of traditional culture, the textual research of the creation time of the ancients, the history of the characters, the related historical events and the local historical records.

Key words: Digital Humanities, historical research, emotional analysis, Chinese word segmentation

中图分类号: 

  • G258.6

引用本文

姜育彦, 李雅茹. 基于数字人文视角的“情感-时空”模型探析[J]. 农业图书情报学报, 2020, 32(6): 23-33.

JIANG Yuyan, LI Yaru. An Analysis of the "Emotion Space Time" Model from the Perspective of Digital Humanity[J]. Journal of Library and Information Science in Agriculture, 2020, 32(6): 23-33.