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机器学习和 Python NLP

[英]Machine learning and python NLP

原文 2019-03-20 17:32:38 5 1 machine-learning

我想用我的国家报纸语言检测假新闻，我想用机器学习比较假新闻和真实新闻，机器如何给我答案哪个新闻是假的还是真的？

1 个解决方案

I believe you cannot apply just machine learning.我相信你不能只应用机器学习。 Just think about it: you cannot detect a fake news just analyzing it.想一想：您无法仅通过分析来检测假新闻。 You have to have a prior knowledge and compare it to the idea of the world that you have.您必须拥有先验知识，并将其与您拥有的世界观念进行比较。 The only approach you could use is to cluster the news into clusters that tell about the same news, then, if try to compare different news that talk about the same topic and find some inconsistency.您可以使用的唯一方法是将新闻聚类到讲述相同新闻的集群中，然后，如果尝试比较讨论相同主题的不同新闻并发现一些不一致之处。 Is it a "AI-complete" problem though.不过，这是否是一个“AI 完备”的问题。

如何使用NLP和机器学习检测事件？ - How to detect the events using NLP and Machine learning?

如何结合不同的NLP功能进行机器学习？ - How to combine different NLP features for machine learning?

使用机器学习或NLP处理格式错误的文本数据 - Processing malformed text data with machine learning or NLP

python 3.7目前是否适合NLP和机器学习？我应该使用更好的版本吗？ - How well suited is python 3.7 for NLP and machine learning currently? Is there a better version I should go with?

理解机器学习、NLP：使用 scikit-learn、python 和 NLTK 进行文本分类 - Understanding Machine Learning, NLP: Text Classification using scikit-learn, python and NLTK

为什么NLP和机器学习社区对深度学习感兴趣？ - Why is NLP and Machine Learning community interested in deep learning?

使用NLP /机器学习教一台机器如何检测字符串是否是数学的？ - Use NLP / Machine Learning to teach a machine how to detect if a string is mathematical?

Azure机器学习-python - Azure Machine Learning - python

Python监督机器学习 - Python Supervised Machine Learning

python，TensorFlow和机器学习 - python, TensorFlow and machine learning

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