{"title":"用BOE测量时间的社会建构加速","authors":"E. Fernández, Mirco Schönfeld, J. Pfeffer","doi":"10.5281/ZENODO.4357663","DOIUrl":null,"url":null,"abstract":"The Practice of Conceptual History, by Reinhart Koselleck, explores the idea that there is a direct relationship between technological advancements and an acceleration in the social construction of time. This paper will quantify this theory by measuring information density and information variety of narratives in a BOE (Boletín Oficial del Estado) dataset of thirty years (1988-2018). Using Quantitative Narrative Analysis, we will define a narrative unit as a triplet of Subject, Verb, Object (SVO), and we will define information density (ID) as the ratio of narrative units per words per year. Afterwards, we will quantify the different contexts of narratives to measure information variety (IV) by constructing a network of semantic closeness from trained word embeddings. This paper will present an increased IV and ID over the observation time, indicating more and more facts being reported. The results will show evidence of an acceleration of the social construction of time.","PeriodicalId":191971,"journal":{"name":"Workshop on Computational Humanities Research","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Measuring the Acceleration of the Social Construction of Time using the BOE (Boletin Oficial del Estado)\",\"authors\":\"E. Fernández, Mirco Schönfeld, J. Pfeffer\",\"doi\":\"10.5281/ZENODO.4357663\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The Practice of Conceptual History, by Reinhart Koselleck, explores the idea that there is a direct relationship between technological advancements and an acceleration in the social construction of time. This paper will quantify this theory by measuring information density and information variety of narratives in a BOE (Boletín Oficial del Estado) dataset of thirty years (1988-2018). Using Quantitative Narrative Analysis, we will define a narrative unit as a triplet of Subject, Verb, Object (SVO), and we will define information density (ID) as the ratio of narrative units per words per year. Afterwards, we will quantify the different contexts of narratives to measure information variety (IV) by constructing a network of semantic closeness from trained word embeddings. This paper will present an increased IV and ID over the observation time, indicating more and more facts being reported. The results will show evidence of an acceleration of the social construction of time.\",\"PeriodicalId\":191971,\"journal\":{\"name\":\"Workshop on Computational Humanities Research\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-11-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Workshop on Computational Humanities Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5281/ZENODO.4357663\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Workshop on Computational Humanities Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5281/ZENODO.4357663","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
莱因哈特·科塞莱克(Reinhart Koselleck)的《概念历史的实践》探讨了技术进步与时间社会建设加速之间存在直接关系的观点。本文将通过测量BOE (Boletín official del Estado)三十年(1988-2018)数据集中叙事的信息密度和信息多样性来量化这一理论。在定量叙事分析中,我们将叙事单位定义为主语、动词、宾语的三联体(SVO),我们将信息密度(ID)定义为每年每个单词的叙事单位比例。之后,我们将量化不同的叙事语境,通过构建一个来自训练词嵌入的语义接近网络来衡量信息多样性(IV)。随着观察时间的推移,本文将呈现增加的IV和ID,表明越来越多的事实被报道。结果将显示时间社会建构加速的证据。
Measuring the Acceleration of the Social Construction of Time using the BOE (Boletin Oficial del Estado)
The Practice of Conceptual History, by Reinhart Koselleck, explores the idea that there is a direct relationship between technological advancements and an acceleration in the social construction of time. This paper will quantify this theory by measuring information density and information variety of narratives in a BOE (Boletín Oficial del Estado) dataset of thirty years (1988-2018). Using Quantitative Narrative Analysis, we will define a narrative unit as a triplet of Subject, Verb, Object (SVO), and we will define information density (ID) as the ratio of narrative units per words per year. Afterwards, we will quantify the different contexts of narratives to measure information variety (IV) by constructing a network of semantic closeness from trained word embeddings. This paper will present an increased IV and ID over the observation time, indicating more and more facts being reported. The results will show evidence of an acceleration of the social construction of time.