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Nairaland Forum / Science/Technology / Programming / URGENT : I Need A Machine Learning Service To Help Cluster Related News (1451 Views)
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URGENT : I Need A Machine Learning Service To Help Cluster Related News by Desyner: 2:31am On Jun 18, 2018 |
After some experimentation with simple machine learning I realize there are Machine Learning services out there and I need one to help match two closely related news. It is much like the popular WordPress "Related Posts" feature. Any one in the house should help. |
Re: URGENT : I Need A Machine Learning Service To Help Cluster Related News by CodeTemplar: 7:59am On Jun 23, 2018 |
The task is I need to cluster news coverage from different news outlet from media houses. I still need it. |
Re: URGENT : I Need A Machine Learning Service To Help Cluster Related News by demolinton4comi: 4:09pm On Jun 23, 2018 |
I can achieve this with python and libraries like sk-learn and scipy |
Re: URGENT : I Need A Machine Learning Service To Help Cluster Related News by CodeTemplar: 6:32pm On Jun 23, 2018 |
demolinton4comi:How will you achieve it? demolinton4comi? What approach. |
Re: URGENT : I Need A Machine Learning Service To Help Cluster Related News by demolinton4comi: 12:21pm On Jun 26, 2018 |
If am to use sklearn I will use the following steps. -data preprocessing -create a vector dataset from the sentence - transform it to tf-idf format -compute cosine similarities. Also son clustering algorithm like k mean will also be good to be used as post processing.... Pls note the higher the length of sentence the lesser the accuracy of the result.... So if u want more accurate result the preprocessing section u have to be worked on......,... |
Re: URGENT : I Need A Machine Learning Service To Help Cluster Related News by CodeTemplar: 1:20pm On Jun 26, 2018 |
@demolinton4comi What of the sentences in each news are much. I have the full news. |
Re: URGENT : I Need A Machine Learning Service To Help Cluster Related News by demolinton4comi: 9:44pm On Jun 26, 2018 |
I Neva said its simple....... Its just a procedural step u can take to achieve this.. Am not really use to this forum that's for my late response for further assistance u can reach me on WhatsApp via 08144737987.......... Even if it is sentence or textbook that procedure should do the trick |
Re: URGENT : I Need A Machine Learning Service To Help Cluster Related News by CodeTemplar: 12:31pm On Jul 02, 2018 |
Nice thread. |
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