文本分析(社科领域中与Python相关的),对应于计算机领域是自然语言处理,两者范畴高度重叠,关系密切。但相关术语脉络比较庞杂,nlp-roadmap项目为我们梳理了相关概念,更有助于快速掌握文本分析。
相关知识
NLP最相关的几个知识大类有统计学、机器学习、文本挖掘、自然语言处理
统计学
机器学习
文本挖掘
自然语言处理NLP
参考
[1] ratsgo’s blog for textmining, ratsgo/ratsgo.github.io
[2] (한국어) 텍스트 마이닝을 위한 공부거리들, lovit/textmining-tutorial
[3] Christopher Bishop(2006). Pattern Recognition and Machine Learning
[4] Young, T., Hazarika, D., Poria, S., & Cambria, E. (2017). Recent Trends in Deep Learning Based Natural Language Processing. arXiv preprint arXiv:1708.02709.
[5] curated collection of papers for the nlp practitioner, mihail911/nlp-library
Acknowledgement to ratsgo, lovit for creating great posts and lectures.
作者
- Tae Hwan Jung @graykode, Kyung Hee Univ CE(Undergraduate).
- Author Email : nlkey2022@gmail.com