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A Comparative Survey on Arabic Stemming: Approaches and Challenges

Intelligent Information Management 2017年第2期9卷 39-67页

作者： Mohammad Mustafa Afag Salah Eldeen Sulieman Bani-Ahmad Abdelrahman Osman Elfaki Department of Computer Information Systems Faculty of Computers and Information Technology University of Tabuk Tabuk SA Department of Computer Science College of Computer Science and Information Technology Sudan University of Science and Technology Khartoum State Sudan Department of Computer Information Systems School of Information Technology Al-Balqa Applied University Salt Jordan Department of Information Technology Faculty of Computers and Information Technology University of Tabuk Tabuk Saudi Arabia

Arabic, as one of the Semitic languages, has a very rich and complex morphology, which is radically different from the European and the East Asian languages. The derivational system of Arabic, is therefore, based on roots, which are often inflected to compose words, using a spectacular and a relatively large set of Arabic morphemes affixes, e.g., antefixs, prefixes, suffixes, etc. Stemming is the process of rendering all the inflected forms of word into a common canonical form. Stemming is one of the early and major phases in natural processing, machine translation and information retrieval tasks. A number of Arabic language stemmers were proposed. Examples include light stemming, morphological analysis, statistical-based stemming, N-grams and parallel corpora (collections). Motivated by the reported results in the literature, this paper attempts to exhaustively review current achievements for stemming Arabic texts. A variety of algorithms are discussed. The main contribution of the paper is to provide better understanding among existing approaches with the hope of building an error-free and effective Arabic stemmer in the near future.

关键词： Arabic Language Light Stemming root-based Stemming Co-Occurrence Artificial Intelligence Stemming

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