Machine learningStylometry
作者归属(文体计量学)
作者归属是通过分析匿名或有争议文本的风格指纹来识别最可能作者的任务。该领域根植于 Mosteller 和 Wallace 关于《联邦党人文集》(1964年)的统计学研究,由 Stamatatos(2009年)系统地进行了梳理和形式化,他将特征集进行了分类,范围从字符 n-gram 和功能词频率到现代机器学习分类器使用的句法和语义表示。
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来源
- Stamatatos, E. (2009). A survey of modern authorship attribution methods. Journal of the American Society for Information Science and Technology, 60(3), 538–556. DOI: 10.1002/asi.21001 ↗
如何引用本页
ScholarGate. (2026, June 2). Authorship Attribution (Stylometry). ScholarGate. https://scholargate.app/zh/text-mining/authorship-attribution
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