How Does the Search Engine Work?

Posted by Anthony Wall
1
May 21, 2016
158 Views

Search engines provide information to the general public. The internet search engine has become the number one way in which consumers find businesses from which they want to make a purchase. It is important that companies are ensuring that their pages will show up when consumers begin their search. People search for everything using a search engine; from cat videos to where they want to get their hair done. The following are things that search engines use in order to speed up an individual’s search.


Preprocessing Website Content

Search engines are able to save time when they preprocess data. This means that when someone asks a question to the search engine, instead of sending it through a million different websites, processed data is used and matched with the query. In order to preprocess this data, crawlers are periodically sent out in order to collect information fromweb pages. Specialized computer programs retrieve the pages in order to extract words and store them with the links to corresponding pages. Users’ queries are then matched against the massive index file created.


Results Prioritization

URLs, or links, that are produced when someone conducts a search typically come in the form of at least a few pages’ worth. However, resulting links are not always relevant to the query. In order for users to gain access to the information that is most relevant to what they are seeking, search engines use algorithm strategies in order to rank the content. Term-frequency-inverse document-frequency is a common ranking method that considers how words are distributed, how often they are used, and then generates numerical weights for each word that signifies its importance within the document. This allows the production of word weights equivalent to highly frequent words.


Context

In order for links that are the most relevant to be identified quickly, some search engines will compare the terms used during the query with contextual information. An example would be previous queries made by the same user. This technique is also commonly called query catching, and involves the process of collecting words used in recent searches, and then using these words to refine the current query taking place. Another method of speeding up information provision is through the use of what is known as a distributed delivery model. This model compiles the index and then duplicates related content and moves it to multiple locations. This shortens the distance that exists between users and the content they are searching for.


Limitations

Nothing is perfect. Some methods for speeding up the rate in which results are provided cost money. Sometimes, rotting links can happen. Rotting links are links to pages that no longer exist. New links can also be missing. Rotting links and missing links can both exist due to crawling/re-indexing delays. By testing your content regularly, you can ensure everything is up to date and working how it should be and that your site is where you need it tobe.

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