It’s Time To Hide The Noise
techcrunch.com
techcrunch.com
In fact, if you think you have a bright idea on this front to do a startup on, I'd challenge you to try the "human filter" first, and look at the accuracy you get. (Don't pick your clone; I'd suggest taking someone not entirely unlike you, but not your bestest buddy either.) If you can't even get that to work, forget it.
http://github.com/fizx/skynet-for-twitter/
The idea is to integrate the libbow classifier with an open source twitter client. You vote tweets up and down, and future tweets will be scored based upon similarity to past good and bad tweets. Then, there's a slider in the settings panel that lets you select the percentage of tweets you want to see. The client will only show you the top N% of your tweets.
As the README says: "I have no idea what I'm doing in Objective C. This is a proof of concept for my personal use. Changes are super-welcome! Other Twitter client authors, please, please, please integrate this sort of functionality! I don't want to maintain this app; I want the good ideas to get adopted everywhere. Then this can die."
I'd love some help on the UI/Obj-C side, as well as a little more time to play with it.
That's the one I look at most often, while @jamesbritt gets looked at mostly when I'm bored or otherwise not busy.
There's some serendipity in the noise, but mostly it's noise.