Newso

所属分类:数值算法/人工智能
开发工具:Python
文件大小:212066KB
下载次数:0
上传日期:2021-01-25 01:24:35
上 传 者sh-1993
说明:  执行新闻文章的文本摘要并检测新闻文章是否可靠的网站。
(A website that performs both text summarization of a news article and detects if the news article is reliable or not.)

文件列表:
.vscode (0, 2021-01-25)
.vscode\settings.json (123, 2021-01-25)
Procfile (21, 2021-01-25)
__pycache__ (0, 2021-01-25)
__pycache__\app.cpython-38.pyc (1858, 2021-01-25)
__pycache__\database.cpython-38.pyc (991, 2021-01-25)
__pycache__\nltk_summarization.cpython-38.pyc (948, 2021-01-25)
__pycache__\spacy_summarization.cpython-38.pyc (1301, 2021-01-25)
__pycache__\text_summarizer.cpython-38.pyc (4076, 2021-01-25)
app.py (2085, 2021-01-25)
data.sqlite (16384, 2021-01-25)
env (0, 2021-01-25)
env\Lib (0, 2021-01-25)
env\Lib\site-packages (0, 2021-01-25)
env\Lib\site-packages\Cython-0.29.14.dist-info (0, 2021-01-25)
env\Lib\site-packages\Cython-0.29.14.dist-info\COPYING.txt (756, 2021-01-25)
env\Lib\site-packages\Cython-0.29.14.dist-info\INSTALLER (4, 2021-01-25)
env\Lib\site-packages\Cython-0.29.14.dist-info\LICENSE.txt (10173, 2021-01-25)
env\Lib\site-packages\Cython-0.29.14.dist-info\METADATA (2528, 2021-01-25)
env\Lib\site-packages\Cython-0.29.14.dist-info\RECORD (33864, 2021-01-25)
env\Lib\site-packages\Cython-0.29.14.dist-info\WHEEL (100, 2021-01-25)
env\Lib\site-packages\Cython-0.29.14.dist-info\entry_points.txt (140, 2021-01-25)
env\Lib\site-packages\Cython-0.29.14.dist-info\top_level.txt (24, 2021-01-25)
env\Lib\site-packages\Cython (0, 2021-01-25)
env\Lib\site-packages\Cython\Build (0, 2021-01-25)
env\Lib\site-packages\Cython\Build\BuildExecutable.py (4318, 2021-01-25)
env\Lib\site-packages\Cython\Build\Cythonize.py (8215, 2021-01-25)
env\Lib\site-packages\Cython\Build\Dependencies.py (49148, 2021-01-25)
env\Lib\site-packages\Cython\Build\Distutils.py (49, 2021-01-25)
env\Lib\site-packages\Cython\Build\Inline.py (12720, 2021-01-25)
env\Lib\site-packages\Cython\Build\IpythonMagic.py (21085, 2021-01-25)
env\Lib\site-packages\Cython\Build\Tests (0, 2021-01-25)
env\Lib\site-packages\Cython\Build\Tests\TestCyCache.py (4151, 2021-01-25)
env\Lib\site-packages\Cython\Build\Tests\TestInline.py (2454, 2021-01-25)
env\Lib\site-packages\Cython\Build\Tests\TestIpythonMagic.py (6486, 2021-01-25)
env\Lib\site-packages\Cython\Build\Tests\TestStripLiterals.py (1550, 2021-01-25)
env\Lib\site-packages\Cython\Build\Tests\__init__.py (13, 2021-01-25)
env\Lib\site-packages\Cython\Build\Tests\__pycache__ (0, 2021-01-25)
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# Newso A website that performs both text summarization of a news article and detects if the news article is reliable or not. The user would simply have to provide a url string, and with the help of python libraries such as nltk and scikit-learn, the website functions as intended. For text summarization, it was possible to perform text-extraction and select keywords based on their frequency, this would allow for text to thus be summarized in a few sentences. As for determining if a news article is reliable or not, scikit-learn came with prepackaged machine learning algorithms such tfidfvectorizer which would allow for the training of a dataset. After having trained the model, we can deploy and make use of it to determine if other articles are reliable or not. ### Portrait View of Website newslo






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