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基于古文大数据河南历史名人心理语义及人格分析
其他题名Psycho-linguistic and Personality Analysis Associated with Historical Celebrities in Henan Using Classical Chinese Big Data
赵亚楠
导师朱廷劭
2021-12
摘要中华文明源远流长,河南作为中华文明的核心区域更是发祥地之一。历史名人是中国传统文化的创造者和传承者,在历史的漫长发展过程中担任着继承和传播中国优秀文化的重要作用。了解河南历史名人心理语义变迁以及人格变化,对于了解中华民族文化心理的演化形成具有重要意义。传统的方法主要是定性或思辨为主,使得研究结果之间一致性不高,而且由于大多针对特定时期或人物开展研究,比较分散不够系统化。为了对中华民族文化心理演化进行研究,本文基于文言大数据,以正史中河南历史名人的自述话语为研究资料,采用古文LIWC(Classical Chinese LIWC,以下简称CC-LIWC)心理语义词典,古文分词系统以及人格预测模型,对河南历史名人心理语义以及人格变迁进行研究,从而发现其中的文化心理变迁规律。本文将从下面四个研究展开。研究一针对纵横家的代表人物苏秦和张仪进行对比研究。苏秦和张仪都是河南人。纵横家,是中国历史上一个特色学派,与中国传统文化渗透交融,有利于我们更加深刻全面的认识中国传统文化。研究发现苏秦的愤怒词显著低于张仪(t=-2.199,p<0.05),因果词显著高于张仪(t=1.967,p<0.05),苏秦在宜人性,责任心上得分高于张仪,神经质性得分低于张仪。苏秦和张仪在心理语义和人格上变现的差异,与他们所处国家的社会地位及选择的说服模式保持一致。研究二对老子、墨子、韩非子和孔子的心理语义和人格差异进行研究。先秦思想多彩纷呈,且以儒、道、墨、法为重。四家代表人物是四家思想的集大成者,且老子,墨子,韩非子均属于河南人。孔子虽属于鲁人,但是其多次游历河南境内,对河南文化有重要影响,因此纳入研究二的研究对象中。研究结果发现四大家14种心理过程词有差异。韩非子的宜人性低于其他三位,神经质高于其他三位。儒墨道法四大家在心理语义特征和人格特征上表现出的差异性,与儒墨道法四大中国传统文化表现出一定的一致性。研究三以文化“关键词”在河南历史名人文本资料中的词频变化,来研究四大文化对河南历史名人的影响。其中文化关键词的选择如下:儒家“仁”、“礼”;道家“道”、“自然”;墨家“兼爱”、“非攻”;法家“法”、“术”、“势”。研究结果说明词频在不同朝代间均不存在显著差异。结合词频趋势,研究结果说明,在河南历史名人中,四家文化合流共生,非一家独大。研究四对河南历史名人群里不同朝代的心理语义和人格变化进行研究,研究发现河南历史名人男性词词频(F=2.878,p<0.05)、差异词词频(F=4.401,p<0.01)、移动词词频(F=4.291,p<0.01)、时间词词频(F=5.596,p<0.01)在5个朝代中存在显著性差异。不同朝代的人格特征差异主要集中在宜人性,开放性以及神经质上。研究结果发现,不同朝代河南历史名人的心理语义特征和人格特征变化一定程度的反映了不同朝代社会文化、社会阶层以及社会制度的变化。研究结果发现社会文化和社会制度与人物的心理语义和人格特质保持的较为高度的一致性。采用大数据的方法对中国历史文化进行研究,对中国古人心理语义进行跨时间定量研究,为人文研究提供了新思路,新方法。该方法较为以往的定性研究提供了定量支持,且较以往的方法性价比更高,更省时省力。
其他摘要Chinese civilization has a long history, with Henan as the core and one of its birthplaces. Historical celebrities have been the creators and inheritors of Chinese culture for thousands of years and have played an important role in inheriting and spreading China's culture during the long history of development. Understanding psycho-linguistic changes of historical celebrities in Henan is of great significance for understanding the evolution and formation of cultural psychology of the Chinese nation. The traditional method is mainly qualitative or speculative, which makes consistency among research results low. Moreover, because most of the research is conducted in a specific period or figure, it is relatively scattered and unsystematic.To systematically and quantitatively study the psychological changes of historical celebrities in Henan Province, this article examined the self-reported discourses of historical celebrities in Henan in official history and their psycho-linguistic and personality changes based on the classical Chinese LIWC psycholinguistic dictionary (Classical Chinese LIWC, CC-LIWC), the classical Chinese words segmentation system and personality prediction model, using big data.The paper will carry out the following four studies.The first study is a comparative study of Su Qin and Zhang Yi,who is the representative of the Political Strategists. Both Su Qin and Zhang Yi are from Henan,and Political Strategists is a characteristic school in Chinese history, infiltration and blending with Chinese traditional culture, is conducive to our more profound and comprehensive understanding of Chinese traditional culture.In the first study,we found that Su Qin's anger words were significantly lower than Zhang Yi's (t=-2.199, P<0.05), but his causal words were significantly higher than Zhang Yi's (t=1.967, P <0.05). Su Qin scored higher in agreeableness and conscientiousness mind than Zhang Yi, but lower in neuroticism than Zhang Yi. The differences in psycho-linguistic and personality between Su Qin and Zhang Yi are consistent with the social status of their country and the persuasion mode they choose.In the second study, the psycho-linguistic and personality differences of Laozi, Mozi, Han Fei-zi and Confucius were studied. The pre-Qin thought was colorful, and Confucianism, Taoism, Mohism and Law were the most important. The four representatives are the epitomizers of the four schools of thought, and Lao Tzu, Mozi and Han Feizi are all from Henan. Although Confucius is from Lu, he had visited Henan for many times, which had an important impact on Henan culture, so he is included in the research object of the second study.The results showed that 14 kinds of mental process words of the four masters had difference. Han Feizi's agreeableness was lower than the other three, and her neuroticism was higher than the other three. The differences in psycho-linguistic and personality characteristics of the four masters are consistent with the four major Chinese traditional cultures.This third study studies the influence of the four cultures on Henan historical celebrities by using the word frequency changes of cultural "key words" in the text materials of Henan historical celebrities. The choice of cultural keywords is as follows: Confucian "benevolence" and "propriety"; Taoist "Tao" and "nature"; Mohist "universal love" and "non attack"; Legalist "Fa", "Shu" and "Shi".The results of the third study show that the frequencies have no significant differences among different dynasties. Combined with the word frequency trend, the results show that among the historical celebrities in Henan, the four cultures show a confluence trend, not one dominant.The Fouth study were conducted on the psycho-linguistic and personality changes of historical celebrities in Henan in different dynasties. The results showed that the word frequency of male historical celebrities in Henan (F=2.878, P<0.05), the word frequency of differ words (F=4.401, P <0.01), the word frequency of motion words (F=4.291, P <0.01) and the frequency of time words (F=5.596, P <0.01) were significantly different among the five dynasties. The differences in personality mainly focus on agreeableness, openness and neuroticism. Agreeableness. The results show that the changes of psycho-linguistic and personality characteristics of historical celebrities in Henan in different dynasties reflect the changes of social culture, social stratum and social system in different dynasties to a certain extent.The results show that social culture, social system have a high degree of consistency with the characters' psycho-linguistic and personality traits.It also provides a new idea and a new method for humanities research to conduct cross-time quantitative research on the psychological semantics of ancient Chinese. Compared with previous qualitative studies, this method provides quantitative support, and is more cost-effective than previous methods, saving more time and effort.
关键词文化心理学 文言大数据 心理语义 人格变迁 河南历史名人
学位类型继续教育硕士
语种中文
学位名称理学硕士
学位专业应用心理学
学位授予单位中国科学院大学
学位授予地点中国科学院心理研究所
文献类型学位论文
条目标识符http://ir.psych.ac.cn/handle/311026/45243
专题社会与工程心理学研究室
推荐引用方式
GB/T 7714
赵亚楠. 基于古文大数据河南历史名人心理语义及人格分析[D]. 中国科学院心理研究所. 中国科学院大学,2021.
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