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stemming algorithm

 

Definitions from WordNet

Noun stemming algorithm has 1 sense
  1. stemmer, stemming algorithm - an algorithm for removing inflectional and derivational endings in order to reduce word forms to a common stem
    --1 is a kind of algorithm, algorithmic rule, algorithmic program

Definitions from the Web

Stemming Algorithm

A stemming algorithm is a technique used in natural language processing and information retrieval to reduce words to their base or root form. It aims to group together words with similar meanings by ignoring variations in word endings and suffixes.

Sense 1: Linguistics

In linguistics, a stemming algorithm is employed to simplify morphological variations of words into their stem or base form. It is particularly useful in tasks such as language analysis, search engines, and text mining.

Example sentence: The stemming algorithm successfully reduces words like "running," "runs," and "ran" to their common base form, "run."

Sense 2: Information Retrieval

In information retrieval, a stemming algorithm plays a vital role in improving search efficiency and accuracy by treating different forms of a word as the same. It helps in maintaining the relevance of search results by considering word stems rather than full words.

Example sentence: The use of a stemming algorithm in the search engine ensures that a query for "swim" also retrieves results containing "swimming" and "swam."

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