From Plagiarism Detection to Bible Analysis: The Potential of Machine Learning for Grammar-Based Text Analysis

被引：2
|
作者：
Tschuggnall, Michael [1 ]
Specht, Guenther [1 ]
机构：
[1] Univ Innsbruck, Dept Comp Sci, Innsbruck, Austria
来源：
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2016, PT III | 2016年 / 9853卷
关键词：
D O I：
10.1007/978-3-319-46131-1_27
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The amount of textual data available from digitalized sources such as free online libraries or social media posts has increased drastically in the last decade. In this paper, the main idea to analyze authors by their grammatical writing style is presented. In particular, tasks like authorship attribution, plagiarism detection or author profiling are tackled using the presented algorithm, revealing promising results. Thereby all of the presented approaches are ultimately solved by machine learning algorithms.
引用
收藏
页码：245 / 248
页数：4
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