论文标题

语言网络:一种实用的方法

Language Networks: a Practical Approach

论文作者

Tohalino, Jorge A. V., Amancio, Diego R.

论文摘要

该手稿对语言网络主题提供了简短而实用的介绍。本文旨在帮助研究人员在文本和/或网络分析方面没有实践经验。我们提供了有关如何使用基于网络的功能对文本进行建模和表征文本的实用教程。在本教程中,我们还包括预处理和网络表示形式的示例。还提供了对盟友网络科学和文本分析的主要任务的简要说明。本文的进一步发展应包括通过机器学习方法对网络分类的实际描述。

This manuscript provides a short and practical introduction to the topic of language networks. This text aims at assisting researchers with no practical experience in text and/or network analysis. We provide a practical tutorial on how to model and characterize texts using network-based features. In this tutorial, we also include examples of pre-processing and network representations. A brief description of the main tasks allying network science and text analysis is also provided. A further development of this text shall include a practical description of network classification via machine learning methods.

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