what is latent semantic indexing?

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Offline jeyavinothTopic starter

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what is latent semantic indexing?
« on: 08-07-2017, 07:57:57 »
Hi,
        what is latent semantic indexing?

Regards,
Jeya vinoth
http://www.desss.com


Offline neelseowork

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Re: what is latent semantic indexing?
« Reply #1 on: 08-08-2017, 00:22:15 »
Latent semantic indexing (LSI) is an indexing and retrieval method that uses a mathematical technique called singular value decomposition (SVD) to identify patterns in the relationships between the terms and concepts contained in an unstructured collection of text.

Offline friendhrm

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Re: what is latent semantic indexing?
« Reply #2 on: 08-08-2017, 03:50:47 »
Latent Semantic Analysis (LSA), also known as Latent Semantic Indexing (LSI) literally means analyzing documents to find the underlying meaning or concepts of those documents. If each word only meant one concept, and each concept was only described by one word, then LSA would be easy since there is a simple mapping from words to concepts.

Offline Sojan Babu

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Re: what is latent semantic indexing?
« Reply #3 on: 08-11-2017, 01:47:13 »
Latent semantic indexing it is an algorithm used by search engines to determine what a page is about outside of specifically matching search query text. The LSI algorithm doesn't actually understand the meanings of words on the page but it can spot patterns of related words. LSI will may return relevant results that don't contain the keyword at all, but those pages with related words.

Offline Hitesh Patel

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Re: what is latent semantic indexing?
« Reply #4 on: 08-11-2017, 22:53:13 »
 LSI keywords stand for (Latent Semantic Indexing)  those keywords which semantically related to your primary keywords, google doesn't accept repeated keywords more than 5 to 6 %  of your main keywords otherwise it will consider keyword stuffing and it will decrease your ranking in search engine, you can use its similar keywords of your main keywords in your content. 
 
   


Offline erieki

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Re: what is latent semantic indexing?
« Reply #5 on: 08-12-2017, 05:20:34 »
Latent Semantic Analysis, as the name suggests is the analysis of latent i.e. hidden semantics in a corpora of text. A collection of documents can be represented as a huge term-document matrix and various things such as how close two documents are, how close a document is to a user issued query, etc. can be inferred by cosine similarity, Jaccard Index, etc

 

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