> The recommendations suck, the lists suck — it’s like, 100 lists telling me to read The Handmaid’s Tale and Harry Potter. I had the same experience with GR and also Amazon.com which constantly peddles the vampire romance books when I am looking for recommendations for horror/fantasy. Both Amazon and GR strategy make sense because best-selling books sell the best, so they should recommend them to increase profits. Ho…
As far as I can tell, all recommendations lists fail compared to freely-available experts. Like, if you like literary fiction, go through the Pulitzer prize for fiction, and just read. (I'm not even half way through that list, but everything I've read on it has been really, really good.) - there's all sorts of awards for smaller niches... the nebula, the Hugo, etc... (Actually, that's a question. What is the award fo…
> I... personally don't understand why people even try to automate making better recommendation engines
It's because
* our detailed like-history contains a lot of specific information about our tastes
* highly rated books, highly reviewed books, in our favourite genres can be very poor
* (many) others' book histories, if they overlap partially with ours, contain associated information that can be utilized.