Ever wondered to think between the lines of your online searches? The sweet transition from a search request page to the search results page has been taken for granted by most of us. Probably, we are living in an era where we are using search engines at the slightest pretexts to find an instant solution to any problem. So much so, that search engines are now coming up with technology that will help personify our search results.

Whenever you submit your search query to a search engine looking for relevant results or information, the strings of data that comprise your search query is matched against keywords that are referenced by a website or by a particular web page. Conventionally, such information is already mined by search bots in advance. More or less, conventional search engines technically function as mentioned and dynamically generate your desired page comprising of your search results.

With advanced forms of Artificial Intelligence (AI) concepts being seamlessly integrated in programs that power search engines, the present scenario is evolving or rather, has already evolved. Whenever you initiate a search, every data associated with your search query is stored in the search engine’s database. This data is then referenced and cross referenced further with related searches that have been performed by you, or by other individuals. The search engines index this information and intelligently arrange them in order of maximum relevance, all on the account of the search history available. Some search engines may even use a history of searches to create knowledge bases in order to improve the efficiency of the AI based search engine.

Yes, I am talking about the basic principles of personalized search. Against a particular search keyword, the search results that might be relevant to you might be not be for another individual! Personalized search is all about delivering information that only you can relate to as an individual.

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Personalized Search and Artificial Intelligence

Ever wondered to think between the lines of your online searches? The sweet transition from a search request page to the search results page has been taken for granted by most of us. Probably, we are living in an era where we are using search engines at the slightest pretexts to find an instant solution to any problem. So much so, that search engines are now coming up with technology that will help personify our search results.

Whenever you submit your search query to a search engine looking for relevant results or information, the strings of data that comprise your search query is matched against keywords that are referenced by a website or by a particular web page. Conventionally, such information is already mined by search bots in advance. More or less, conventional search engines technically function as mentioned and dynamically generate your desired page comprising of your search results.

With advanced forms of Artificial Intelligence (AI) concepts being seamlessly integrated in programs that power search engines, the present scenario is evolving or rather, has already evolved. Whenever you initiate a search, every data associated with your search query is stored in the search engine’s database. This data is then referenced and cross referenced further with related searches that have been performed by you, or by other individuals. The search engines index this information and intelligently arrange them in order of maximum relevance, all on the account of the search history available. Some search engines may even use a history of searches to create knowledge bases in order to improve the efficiency of the AI based search engine.

Yes, I am talking about the basic principles of personalized search. Against a particular search keyword, the search results that might be relevant to you might be not be for another individual! Personalized search is all about delivering information that only you can relate to as an individual.

Here is an example:

Chord-One word, many meanings! Yes, if I am a music freak, then probably half the number of times I would use this word to indicate a particular scale. However, I would interpret this word more as a line intersecting a circle had I been inclined more towards Geometry. Personalized search helps in rendering a word from its general sense to a more specific sense, to its intended audience. But how do search engines achieve this intelligence?

Though the entire process is quite complex and non-deterministic, it may seem simple if viewed from a distance. While you are searching for information, what these search engines would typically do is dynamically monitor your search habits and capture them over time. This data would now be used to train the AI based search engine where it would acquire knowledge related to your search habits and preferences. As the search engine acquires more knowledge, its classification power increases. You would notice a considerable increase of relevance in your search results.

I guess you now understand the concept loud and clear. Did you know that you could use these features to increase sales for your business? I am talking about SEO in an era of personalized search. Well, I would be glad to talk about it, but on my next post.

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