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Most of the businesses are running based on the mobile apps in these days. It gives the importance of the location for a search query. Generally, the architecture of the location-based keyword query suggestion has shown in Figure 2.4. It works on the principle of the location as well as the keyword query. It consists of three different modules; these can be used to recommend a query to the user. Along with the query, it takes the user location; based on this location, it retrieves the query and returns the results based on user locations like restaurant, hospital, and tourist spots.

Figure 2.4 Architecture diagram for querying.