New Arabic Root Extraction Algorithm

This research presents a new algorithm for Arabic root extraction, which aims to improve the accuracy of Natural Language Processing Algorithms by addressing weaknesses and errors existing algorithms. The proposed utilizes database, that includes collection roots, patterns, affixes, generate potential derivation roots word without eliminating affixes initially. By matching derived with patterns identify avoids inaccuracies caused based on expectation methods. study conducted comparison three commonly used extraction evaluation process is performed corpora. Results showed achieved an average rate 96%, significantly higher than others.