Artificial Intelligence
Information Retrieval
Also known as: IR, retrieval systems & search retrieval
Plain English
Finding the right information from a large set of glossaryDataData is raw, uninterpreted information collected and stored so it can be analysed, processed, or used to inform decisions. On its own it carries no meaning; context and interpretation are what make it useful.Open glossary term.
Definition
Information retrieval is the glossaryProcessA process is a defined sequence of steps used to achieve a specific outcome.Open glossary term of finding relevant information from large glossaryDatasetA dataset is a structured collection of data used for analysis, training models, or processing.Open glossary term based on a query or input.
In practice
Used in glossarySearchSearch is the functionality that allows users to find content or information by entering queries. It relies on indexing, metadata, and relevance algorithms to return useful results.Open glossary term engines and AI glossarySystemA system is a collection of interconnected components that work together to achieve a specific function or outcome.Open glossary term to match user queries with the most relevant content.
In context
It is the half of an AI glossaryFeatureA feature is a specific piece of functionality within a product that delivers value to users. It represents something users can do or experience as part of the overall product.Open glossary term that determines whether the answer is any good, and the half that gets the least attention next to the glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term choice.
The reality
Relevance is everything. Retrieval glossarySystemA system is a collection of interconnected components that work together to achieve a specific function or outcome.Open glossary term succeed or fail based on how well they match glossarySearch IntentSearch intent is the underlying goal or purpose behind a user’s query, such as finding information, making a purchase, or navigating to a specific site.Open glossary term.
Compared with
Information Retrieval vs Search
glossarySearchSearch is the functionality that allows users to find content or information by entering queries. It relies on indexing, metadata, and relevance algorithms to return useful results.Open glossary term usually means the user-facing glossaryFeatureA feature is a specific piece of functionality within a product that delivers value to users. It represents something users can do or experience as part of the overall product.Open glossary term: a box, a query, a results page. Information retrieval is the underlying discipline of finding relevant material, and increasingly runs where no user sees a result list at all.
FAQ
Common questions
A few practical answers to the questions that usually come up around this term.
What is information retrieval?
It is the glossaryProcessA process is a defined sequence of steps used to achieve a specific outcome.Open glossary term of finding relevant information based on a query.
Where is information retrieval used?
In glossarySearchSearch is the functionality that allows users to find content or information by entering queries. It relies on indexing, metadata, and relevance algorithms to return useful results.Open glossary term engines and AI glossarySystemA system is a collection of interconnected components that work together to achieve a specific function or outcome.Open glossary term.
Why is information retrieval important?
It determines how relevant results are.
What affects information retrieval?
glossaryData QualityData quality is the degree to which data is accurate, complete, consistent, and reliable enough for the purpose it is being used for. It sets the ceiling on every decision, report, and model built on top of it.Open glossary term, structure, and glossaryAlgorithmAn algorithm is a set of rules or instructions used to solve a problem or perform a task.Open glossary term.
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