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Latent Semantic Indexing

created by bis

(thing) by bis (1.6 mon) (print)   ?   (I like it!) Thu Aug 17 2000 at 2:37:24

a (very complex; much more complex than I am capable of describing here, especially since I don't understand it fully, myself) method for indexing and subsequently searching documents based on their meaning, rather than on the words that they contain. That takes care of the hence "semantic" and "indexing".

The "latent" part is the really clever one; instead of actually trying to "understand" a document, statistical information about the structure of its sentences and words is built up, and from that, a it is assigned a point in some N-dimensional space. To conduct a search, the search phrase is analyzed and assigned a point in the same way, and documents are returned based on "nearness" in space.

for more information, try searching google; there is a lot of information (mostly from university researchers). But if you are too lazy to do that, suffice it to say, "it's magic"


printable version
chaos

latent semantic analysis Why don't search engines make use of NLP? Looking up a word by its definition controlled vocabulary
Nearness Walking the spaces between the words vector space Google
complex sentence semantic Fish have no concept of fire
Dinosaurs Penance Alfred Korzybski Power Mac
Information Retrieval Gerard Salton Natural Language Processing researcher
Magic Word point structure
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