16. How to actually do it?
Midgard Apache Mahout
âą LAMP framework âą Java and Hadoop
âą Attention profiling part of the âą Industrial-strength machine
API learning
âą Good for simple services âą Cloud computing
âą Out-of-the-box APML âą Less out-of-the-box
17. There, problem solved
Your web service learns, reduces
infoglut, and serves the user better
18. Play nice
Let user know what is being tracked
Give user their own attention data
Allow history removal
19. Wrap-up
Attention profiling can make your service smarter
More and more APML sources are coming up
APML is easy to support via Open Source software
www.apml.org
www.dataportability.org
Henri Bergius http://bergie.iki.fi