Modeling interdisciplinary interactions among Physics, Mathematics and Computer Science

IF 2.6 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Journal of Physics Complexity Pub Date : 2023-10-13 DOI:10.1088/2632-072x/ad0017
Rima Hazra, Mayank Singh, Pawan Goyal, Bibhas Adhikari, Animesh Mukherjee
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Abstract

Abstract Interdisciplinarity has over the recent years have gained tremendous importance and has become one of the key ways of doing cutting edge research. In this paper we attempt to model the citation flow across three different fields—physics (PHY), mathematics (MA) and computer science (CS). For instance, is there a specific pattern in which these fields cite one another? We carry out experiments on a dataset comprising more than 1.2 million articles taken from these three fields. We quantify the citation interactions among these three fields through temporal bucket signatures . We present numerical models based on variants of the recently proposed relay-linking framework to explain the citation dynamics across the three disciplines. These models make a modest attempt to unfold the underlying principles of how citation links could have been formed across the three fields over time.
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模拟物理、数学和计算机科学之间的跨学科互动
近年来,交叉学科的重要性日益凸显,并已成为开展前沿研究的关键途径之一。在本文中,我们试图在物理学(PHY)、数学(MA)和计算机科学(CS)三个不同领域建立引文流模型。例如,这些字段之间是否存在相互引用的特定模式?我们对来自这三个领域的120多万篇文章的数据集进行了实验。我们通过时间桶签名量化了这三个领域之间的引文相互作用。我们提出了基于最近提出的中继链接框架变体的数值模型来解释这三个学科之间的引文动态。这些模型做了一个适度的尝试来揭示引文链接是如何随着时间的推移在三个领域形成的基本原则。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Physics Complexity
Journal of Physics Complexity Computer Science-Information Systems
CiteScore
4.30
自引率
11.10%
发文量
45
审稿时长
14 weeks
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