分析顶刊趋势:发现学术出版正向开源、AI和主题重叠发展。
A contemporary science map through the lens of IEEE and ACM periodicals

- 通过期刊标题分析,发现两大顶会近年偏好开源出版。
- ACM新刊明显聚焦人工智能,IEEE也出现主题高度重合现象。
- 适合关注学术出版趋势的科研人员与政策制定者阅读。
ACM和IEEE是计算机与电子电气工程领域最主要的学术组织,分别主办了绝大多数该领域的期刊和会议。科学是持续演进的过程,这些出版平台也应反映最新趋势。本文聚焦两大协会所出版的期刊,旨在探测或验证近年来期刊名称中体现的当代科学趋势。研究以定性分析为主,力求揭示读者可直接理解并验证的模式。主要发现包括:两大协会均表现出对开放获取出版模式的日益青睐;ACM展现出明显的AI导向期刊布局;更重要的是,同一协会内部期刊间存在显著的主题重叠,这一现象在ACM和IEEE中均成立。
原文摘要 · Abstract (English)
ACM and IEEE are the two premier associations on computing and electrical/electronics engineering which publish and organize the great majority of periodicals and conferences, respectively, serving these disciplines. Science is a constantly evolving process, and these publication fora are expected to follow the trends. In this article, we focus on the periodicals published by the two associations and seek to detect and/or confirm any contemporary science trends as these are reflected to the periodical titles established recently. Our study is rather qualitative than quantitative, aiming at revealing patterns immediately comprehensible and validatable by the reader. Among the most notable patterns, we see a growing preference of both associations for the open access mode of publication; we also observe ACM's orientation toward AI-focused periodicals, and most importantly, a significant theme overlap among periodicals of the same association and this is valid for both ACM and IEEE.
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