verb বাধা দেত্তয়া; বাঁধ দেত্তয়া; থামান দেত্তয়া;
stemming definition
Stemming is the process of reducing a word to its root form by removing suffixes and prefixes.
stemming শব্দটির synonyms বা প্রতিশব্দ
stemming Example in a sentence
The stemming algorithm identified the root word “write” from its derivatives “writing,” “writer,” and “written.”
Stemming reduced the complexity of the corpus by grouping words with the same root form, enhancing retrieval efficiency.
The Porter stemming algorithm removes common suffixes like “-ing,” “-ion,” and “-able” to derive the word’s stem.
Stemming helps in text mining by identifying patterns and trends within a corpus, reducing dimensionality.
The Lanczos stemmer utilizes a statistical approach to identify the stem of a word, improving accuracy.
Stemming algorithms can be used in search engines to expand query terms, improving recall.
By stemming words, we can normalize different forms of a word, enhancing text comparison and analysis.
Stemming reduces the ambiguity of a word by eliminating inflectional variation, providing better representation.
The effectiveness of stemming algorithms depends on the language and the specific application.
Despite its limitations, stemming remains a valuable technique in natural language processing, improving text retrieval and understanding.