The approach that everyone always does? Think up a bunch of features and train a classifier?
That's just about every paper on this topic these days. All the papers look like this: Here's a couple hundred features we tried, here are the dozen that mattered, here are the types of classifiers we tried but it didn't make much difference which kind we used.
I think the more interesting work on this topic is when we include other data such as real-time user behavior data in the classification. That's when things start to get exciting.
The approach that everyone always does? Think up a bunch of features and train a classifier?
ReplyDeleteThat's just about every paper on this topic these days. All the papers look like this: Here's a couple hundred features we tried, here are the dozen that mattered, here are the types of classifiers we tried but it didn't make much difference which kind we used.
I think the more interesting work on this topic is when we include other data such as real-time user behavior data in the classification. That's when things start to get exciting.