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Browsing "Artificial Intelligence"

Automated Keyword Extraction – TF-IDF, RAKE, and TextRank

After initially playing around with text processing in my prior post, I added an additional algorithm and cleaned up the logic to make it easier to perform test runs and reuse later. I tweaked the RAKE algorithm implementation and added TextRank into the mix, with full sample code and links to sources available. I’m also […]


To Build Automatic Bookmarking – Unsupervised Text Classification

I’ve been bookmarking all of my online reading for the past 7 years and recently started thinking about using that dataset to dig into trends in my past reading and potentially build a model to start scoring content I haven’t read yet. Even though I have manual keywords for each entry, I decided to look […]