Posts Tagged ‘LSA’

Reference material for LSA on Villij.com

As many of you know, Villij is focusing a large majority of it’s time to discovering the possibilities LSA has to offer. Here is a short list of reference materials that I have put together about Latent Semantic Analysis (LSA) from my tag cloud on Villij. I will add to this list periodically.

This is a snippet from;

TelcordiaTM Latent Semantic Indexing Software (LSI):
Beyond Keyword Retrieval

One aspect of the problem is lack of precision — on average 50% of the information retrieved will be irrelevant, and this is quite evident to users. Another problem is recall failure — you often retrieve as little as 20% of the available relevant information. This problem is much harder to grasp, since you don’t know what you are missing! Yet, it is very important for searchers and information providers alike.

LSA, SEX and Nun’s

I just read this great example of how accurate Latent Semantic Analysis (LSA) is. LSA is a tough one, it doesn’t attempt to be human but with a large enough corpus can make solid similarity’s, solid enough that it would seem AI’ish. This eventually could be one of the products that has a hand in AI in the future.   One might consider its maximal knowledge of the world to be analogous to a well-read Nun’s knowledge of sex, a level of knowledge often deemed a sufficient basis for advising the young. (This was written by Landauer, T. K., Foltz, P. W., & Laham, D. out of CU Boulder.)