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A visual book recommender

nathanrooy.github.io

21–30 of 57 posts

Re: A visual book recommender

#23
> Only include reviews which came from users who had at least 10 reviews.

Not sure if that's a good idea. It shrinks the set of genuine readers and overweights the set of professional spammers.

Re: A visual book recommender

#25
For post-t-SNE processing to get non-overlapping items, see also: https://github.com/Quasimondo/RasterFairy

I also used more crude algorithms that sort by X, group elements in buckets, and within each, sort by Y. Then we get a grid of elements. The result is less high-quality than with iterative algorithms (and depends on if we sort by X or Y first), but it is hard to beat its simplicity.

Re: A visual book recommender

#27
The visualizations remind me of those in a paper I co-authored a while ago (2009) visualizing ~2400 scientific journal / ~5.7M full-text articles: "Semantic Journal Mapping for Search Visualization in a Large Scale Article Digital Library" https://nrc-publications.canada.ca/eng/view/accepted/?id=63e...

Re: A visual book recommender

#28
post #11

I also like https://shepherd.com/ . One of its interesting features is that authors list their five favorite books and say why they like them.

Which reminds me of https://fivebooks.com/ , where people from a particular field are asked their top five book recommendations for a given theme. The interview format is great, and I've picked up a few recommended books along the way.

> The Best Apocalyptic Fiction, recommended by Elliot Ackerman

> 1. The King James Bible

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