通过计算分析识别开放行为分析文献的趋势 (I):简单的文本描述
Jacob Sosine1,2, David J Cox1,2
1Department of Data & Analytics; Behavioral Health Center of Excellence, Beverly, MA USA.
The Analysis of verbal behavior
|July 3, 2023
概括
行为分析期刊显示越来越多的文章长度和不同的研究社区. 关键词趋势突出了在已发表的研究中对功能分析,问题行为和自闭症谱系障碍的关注.
科学领域:
- 行为分析行为分析.
- 计算语言学计算语言学
- 图书统计学 图书统计学
背景情况:
- 科学期刊是理解研究趋势和历史背景的主要来源.
- 行为分析研究对于推进该领域及其与其他科学之间的关系至关重要.
研究的目的:
- 用计算技术分析行为分析期刊的趋势.
- 在行为分析中识别文章长度,研究重点和社区结构的变化.
主要方法:
- 从五个行为分析期刊和一个控制期刊下载和分析了10,405篇文章.
- 采用计算技术来结构原始文本数据进行分析.
- 检查了文章的长度,变化和关键字的趋势.
主要成果:
- 与对照期刊相比,行为分析期刊在文章长度和可变性方面表现出明显的差异.
- 文章的长度随着时间的推移而增加,这表明编辑的影响在不断发展.
- 有证据表明,在实验和应用行为分析中,有独立但相互联系的语言社区.
- 主要的关键词包括"功能分析"",问题行为"和"自闭症谱系障碍".
结论:
- 该研究提供了对行为分析研究和出版实践的演变的见解.
- 独特的研究社区和新兴关键字趋势提供了该领域当前方向的快照.
- 开放式数据集和分析方法作为未来行为分析计算研究的基础.
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