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Information Retrieval Process and Application in AI (IR process and application in AI)


Simple IR Process:

User Query -> Keyword Analysis -> Document Retrieval -> Document Ranking -> Search Result

Here are a few examples of information retrieval applications:

  1. Search engines: Google, Bing, and Yahoo are all examples of search engines that use IR to retrieve relevant results from their indexes. When a user enters a query, the search engine retrieves the most relevant results from its index.

  2. Recommender systems: Netflix, Amazon, and Spotify all use IR to recommend content to their users based on their preferences. The system retrieves relevant content from its index based on the user's previous interactions with the system.

  3. Chatbots: Chatbots use IR to understand user input and retrieve relevant responses. The chatbot retrieves the most relevant response from its index of possible responses based on the user's input.

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