What’s the best thumbnail for this page?
zemanta.com
zemanta.com
There's a trend lately to illustrate low-quality content with low-quality stock pictures (most likely acquired from a Google Image search without a proper license.) For an example, just look at TechCrunch or Pando. We should strive to rid the internet of this plague.
Good articles and real journalism have standards when it comes to illustration. Open up nytimes.com and look at what's illustrated with photos versus illustrations versus nothing.
Anecdotal proof: all written publications ever.
Incorrect. Diffbot does a visual analysis of the page to determine the best thumbnail.
[edit: I also get the impression that Prismatic does intelligent grokking of the thumbnail image, especially because I know the team, but I'm not aware of anything they published about their methodology.]
I used an approach most similar to Goose where I download the image to get the meta data, then get rid of odd aspect ratio images (I think I have it set to anything with bigger than a 3.0 aspect ratio, but it needs to be tweaked). I also get rid of things like 1px wide images (or anything smaller than the thumbnail I want to display).
So far it works "okay". It's far from perfect, but its WAY better than nothing.
The current ranking is simple but I made it pluggable with the idea that it could be improved or there could be multiple implementations.
The core of the article however points at the main problem: no evaluation dataset on which we could compare these algorithms.
http://webcache.googleusercontent.com/search?q=cache:http://...
What on earth for?