An Analytical Analysis of Text Stemming Methodologies in Information Retrieval and Natural Language Processing Systems

A Jabbar, S Iqbal, MI Tamimy, A Rehman… - IEEE …, 2023 - ieeexplore.ieee.org
The exponential increase in textual unstructured digital data creates significant demand for
advanced and smart stemming systems. As a preprocessing stage, stemming is applied in …

An improved Urdu stemming algorithm for text mining based on multi-step hybrid approach

A Jabbar, S Iqbal, A Akhunzada… - Journal of Experimental & …, 2018 - Taylor & Francis
Stemming is the basic operation in Natural language processing (NLP) to remove
derivational and inflectional affixes without performing a morphological analysis. This …

Arabic light stemmer based on ISRI stemmer

DH Abd, W Khan, KA Thamer, AJ Hussain - … Computing Theories and …, 2021 - Springer
The process of stemming is considered as one of the most essential steps in natural
language processing and retrieving information. Nevertheless, in Arabic language, the task …

Arabic information retrieval: Stemming or lemmatization?

I Zeroual, A Lakhouaja - 2017 Intelligent Systems and …, 2017 - ieeexplore.ieee.org
The Arabic language is expanding in the world. According to UNESCO, the Arabic language
is spoken by more than 422 million native speakers around 29 countries and among 1.6 …

Classifying Arabian Gulf Tweets to Detect People's Trends: A case study

K Balhaf, O Darwish, E Rawashdeh… - … on Social Networks …, 2022 - ieeexplore.ieee.org
Recently, media and business companies are utilizing social media to reach a large set of
users to maximize the amount of gained profit. Actually, these companies are looking for the …

[PDF][PDF] A Priority Based Approach for Stemming Arabic Word

R Al-Shalabi - 2022 - naturalspublishing.com
Recently Natural Language Processing of Arabic text has gained a lot of attention. We need
to understand many problems in Arabic linguistics in order to carry out the Natural Language …

[PDF][PDF] Arabic Light Stemmer Based on ISRI Stemmer

W Khan - researchgate.net
The process of stemming is considered as one of the most essential steps in natural
language processing and retrieving information. Nevertheless, in Arabic language, the task …