论文标题

基于人工智能的作家身份证明为伟大的以赛亚书卷轴(1QISAA)举例说明的未知抄写员生成了新的证据。

Artificial intelligence based writer identification generates new evidence for the unknown scribes of the Dead Sea Scrolls exemplified by the Great Isaiah Scroll (1QIsaa)

论文作者

Popović, Mladen, Dhali, Maruf A., Schomaker, Lambert

论文摘要

死海卷轴是圣经古代文化文化的切实证据。古代笔迹的研究可以提供对这种抄写文化的访问。但是,传统古古学的问题之一是在写作风格几乎统一时确定作者身份。这是由伟大的Isaiah卷轴(1QISAA)举例说明的。为此,我们使用模式识别和人工智能技术来创新有关作家身份的卷轴古造影,并开拓单个抄写员的微观,以开放对圣经的古代文章文化的访问。尽管许多学者认为1QISAA是由一份抄写员撰写的,但我们向本卷轴中一系列列中的突破点报告了新的证据。没有事先假设作者身份,基于降低差异性特征空间的点云,我们发现手稿的第一半和第二半的列最终以此类散点图的两个不同区域的形式出现,特别是用于一系列数字古学工具,每种都解决了脚本示例的非常不同的特征方面。在次要的独立分析中,现在假设作者差异并使用另一种独立的特征方法和几种不同类型的统计测试,在列系列中发现了一个切换点。围绕第27列明显的相变很明显。鉴于两半之间在统计上显着的差异,第三纪,事后分析。这项研究证明了两次主要抄写员是巨大的以赛亚书卷轴的原因,它通过提供了新的,有形的证据,表明只有单个抄写员不复制古代圣经的文本,从而为圣经的古代抄写文化提供了新的启示,但是多个抄写员可以在一个特定的手稿上密切合作。

The Dead Sea Scrolls are tangible evidence of the Bible's ancient scribal culture. Palaeography - the study of ancient handwriting - can provide access to this scribal culture. However, one of the problems of traditional palaeography is to determine writer identity when the writing style is near uniform. This is exemplified by the Great Isaiah Scroll (1QIsaa). To this end, we used pattern recognition and artificial intelligence techniques to innovate the palaeography of the scrolls regarding writer identification and to pioneer the microlevel of individual scribes to open access to the Bible's ancient scribal culture. Although many scholars believe that 1QIsaa was written by one scribe, we report new evidence for a breaking point in the series of columns in this scroll. Without prior assumption of writer identity, based on point clouds of the reduced-dimensionality feature-space, we found that columns from the first and second halves of the manuscript ended up in two distinct zones of such scatter plots, notably for a range of digital palaeography tools, each addressing very different featural aspects of the script samples. In a secondary, independent, analysis, now assuming writer difference and using yet another independent feature method and several different types of statistical testing, a switching point was found in the column series. A clear phase transition is apparent around column 27. Given the statistically significant differences between the two halves, a tertiary, post-hoc analysis was performed. Demonstrating that two main scribes were responsible for the Great Isaiah Scroll, this study sheds new light on the Bible's ancient scribal culture by providing new, tangible evidence that ancient biblical texts were not copied by a single scribe only but that multiple scribes could closely collaborate on one particular manuscript.

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