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Document retrieval information


Document retrieval is defined as the matching of some stated user query against a set of free-text records. These records could be any type of mainly unstructured text, such as newspaper articles, real estate records or paragraphs in a manual. User queries can range from multi-sentence full descriptions of an information need to a few words.

Document retrieval is sometimes referred to as, or as a branch of, text retrieval. Text retrieval is a branch of information retrieval where the information is stored primarily in the form of text. Text databases became decentralized thanks to the personal computer. Text retrieval is a critical area of study today, since it is the fundamental basis of all internet search engines.

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Document retrieval

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Document retrieval is defined as the matching of some stated user query against a set of free-text records. These records could be any type of mainly unstructured...

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Information retrieval

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query. In the case of document retrieval, queries can be based on full-text or other content-based indexing. Information retrieval is the science of searching...

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Document management system

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their content. Document management systems commonly provide storage, versioning, metadata, security, as well as indexing and retrieval capabilities. Here...

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Okapi BM25

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information retrieval, Okapi BM25 (BM is an abbreviation of best matching) is a ranking function used by search engines to estimate the relevance of documents to...

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Prompt engineering

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satisfy conditions.[citation needed] Retrieval-Augmented Generation (RAG) is a two-phase process involving document retrieval and answer formulation by a Large...

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Document classification

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indexing Content-based image retrieval Decimal section numbering Document Document retrieval Document clustering Information retrieval Knowledge organization...

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SMART Information Retrieval System

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(System for the Mechanical Analysis and Retrieval of Text) Information Retrieval System is an information retrieval system developed at Cornell University...

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Retrieval

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retrieval Document retrieval Image retrieval Information retrieval Knowledge retrieval Medical retrieval Music information retrieval Text retrieval The process...

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Superhero

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2024. "Trademark Status & Document Retrieval". tsdr.uspto.gov. Retrieved May 8, 2024. "Trademark Status & Document Retrieval". tsdr.uspto.gov. Retrieved...

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Inverted index

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rather than its index. It is the most popular data structure used in document retrieval systems, used on a large scale for example in search engines. Additionally...

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XML retrieval

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XML retrieval, or XML information retrieval, is the content-based retrieval of documents structured with XML (eXtensible Markup Language). As such it is...

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Search engine indexing

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parsing, and storing of data to facilitate fast and accurate information retrieval. Index design incorporates interdisciplinary concepts from linguistics...

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Semantic gap

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Technology. Colorado. Smeulders, A. W. M.; et al. (2000). "Content-Based Image Retrieval at the End of the Early Years". IEEE Trans Pattern Anal Mach Intell. 22...

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Speed square

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Square Combination square Steel square Try square "Trademark Status & Document Retrieval". United States Patent and Trademark Office. May 19, 2017. Retrieved...

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Wordle

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February 1, 2022). U.S. Patent and Trademark Office Trademark Status & Document Retrieval. Accessed May 4, 2022. Weatherbed, Jess (March 8, 2024). "The New...

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Latent semantic analysis

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its application to information retrieval, it is sometimes called latent semantic indexing (LSI). LSA can use a document-term matrix which describes the...

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Precision and recall

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In pattern recognition, information retrieval, object detection and classification (machine learning), precision and recall are performance metrics that...

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Vector space model

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Salton and his colleagues that a document collection represented in a low density region could yield better retrieval results. The vector space model has...

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Learning to rank

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data. Ranking is a central part of many information retrieval problems, such as document retrieval, collaborative filtering, sentiment analysis, and online...

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Medical literature retrieval

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Medical literature retrieval or medical document retrieval is an activity that uses professional methods for medical research papers retrieval, report and other...

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Web query

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likely to find documents about electronic voting even if they omit one of the words "electronic" or "voting", or even both. Information retrieval Web search...

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