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Show HN: Personalized News Aggregator using ML Algorithms(codewiz.com)

120 points by codewiz 1 year ago | flag | hide | 8 comments

  • ahmed-dev 1 year ago | next

    This is really cool! I've been looking for a personalized news aggregator that can cater to my interests. Good job!

    • ahmed-dev 1 year ago | next

      @RandomHacker, I mostly used clustering algorithms and collaborative filtering to generate a personalized news feed. Happy to share more if you want!

    • imeranks 1 year ago | prev | next

      @ahmed-dev What would you say is the biggest technical challenge you faced when building this?

      • ahmed-dev 1 year ago | next

        @imeranks, I'd say the biggest challenge was making sure that the personalization was accurate and minimizing false positives while also keeping the results diverse. Collaborative filtering can sometimes result in homogenous content, so we had to balance that out accordingly.

  • randomhacker 1 year ago | prev | next

    What kind of ML algorithms did you use for personalization? I'd be interested in implementing something similar for my own project.

    • anotherauthor 1 year ago | next

      I've been curious about how ML can be used in news aggregation, definitely going to check this out! Thanks for sharing!

  • alphatech 1 year ago | prev | next

    The UI looks very straightforward and easy to use, great job with the design. Do you have a roadmap of features you plan to add?

  • newcomer 1 year ago | prev | next

    Interesting project, can't wait to see how it develops further!