Root-Stem Approach in General Analyzer System for Arabic Language (RSGAS) | ||
| Journal of University of Anbar for Pure Science | ||
| Article 10, Volume 10, Issue 3, December 2016, Pages 41-49 PDF (738.84 K) | ||
| Document Type: Research Paper | ||
| DOI: 10.37652/juaps.2016.135154 | ||
| Authors | ||
| Abeer K.Al-Mashhsdany* 1; Abdulwadood K. Al-Mashhadany2; Waleed K. Al-Mashhadany3 | ||
| 1University of Al-Nahrain - College of Science | ||
| 2Iraqi Ministry of Health, Baghdad | ||
| 3Iraqi Ministry of Education, Baghdad | ||
| Abstract | ||
| Many application programs require knowledge from the user. In such programs, number of problems may occur. Problems related to natural language understanding such as; typos, duplication, similarity, and inconsistent knowledge. So, the analysis of text is very important in such programs. A previous work was done to solve problems of natural language understanding. That work build Arabic analyzer and merge it with a shell hybrid system. This work attempts to build a general Arabic Analyzer system, so that it could be merged with other programs to solve the natural language understanding problems. This work attempts to correct the previous Arabic analyzer, so its dictionary will be smaller. Morphology in this work merges root-based with stem-based approach. This merging forces this work because it gains the advantages of the two approaches. Root-based approach gives the advantage of smaller size. Stem-based approach gives the advantage of passing the problem of irregular cases. This work is compared with other two valued techniques. Results of the comparison show that this work has a lot of advantages over the previous techniques. | ||
| Keywords | ||
| root; stem; based approach; Shell Systems; Word Analysis; Arabic Morphological Rules; Synonyms and antonyms words | ||
| References | ||
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1-Al-Mashhadany A.(2012). Knowlwdge Acquisition & Hybrid Inference with A Stem-Based Approach (KISB). Journal of Al Nahrain University-Science Vol.15: No.2 169-183.
[2] Al-Mashhadany A. (2012). General Arabic Diagnosing Expert System Shell (GADESS). LAP LAMBERT Academic Publishing, Germany.
[3] Al-Khateeb B., Samawi V. and Bashaga T.(2005). Visual Arabic Expert System Shell (VAES). Journal of Science and Engineering Vol.3: 75-83
4- Goweder A., Alhami H., Rashed T. and Al-Musrati A. (2008). A Hybrid Method For Stemming Arabic Text. Proceedings of the 9th. International Arab Conference on Information Technology, Zarqa Private University, Jordan. http://eref.uqu.edu.sa/files/eref2/folder6/f181.pdf
[5] Al Ameed H., Al Ketbi S., Kaabi A. Al, Al Shebli K., Al Shamsi N., Al Nuaimi N. and Al Muhairi S.(2005). Arabic Light Stemmer: Anew Enhanced Approach. The Second International Conference on Innovations in Information Technology (IIT’05), Dubai, UAE. http://www.it-innovations.ae /iit005/proceedings/articles/g_1_iit05_hayder.pdf
[6] Al-shalabi R. and Kanaan G.( 2004). Constructing An Automatic Lexicon For Arabic Language. International Journal of /computing & Information Science.Vol.2:N0.2. http://www.ijcis.info/Vol2N2/114-128OKS.pdf
[7] Duwairi R., Al-Refai M. and Khasawneh N.(2007). Stemming Versus Light Stemming as Feature Selection Techniques for Arabic Text Categorization. Innovations in Information Technology 2007.IIT'07. 4th International Conference on P 446-450, 18-20 Nov.
http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=4430403&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D4430403
[8] Moukdad H.(2006). Stemming and root-based approaches to the retrieval of Arabic documents on the Web. Webology Vol.3:No.1. http://www.webology.org/2006/v3n1/a22.html
[9] Al-Mashhadany A., Bashaga T. and Samawi V.(2010). Arabic Diagnosing Expert System Shell (ADESS). The Proceedings of 2nd Conference for Information Technology: Applications and Horizons, University of Technology, Baghdad, Iraq P172-193.
[10]السعید عبداللطیف(2006). قواعد اللغة العربیة المبسّطة. شبکة مشکاة الإسلامیة almeshkat
http://www.almeshkat.net/books/open.php?cat=16&book=2437
[11] (1999)الرازی محمد. مختار الصحاح. المکتبة العصریة- الدار النموذجیة. [12] Colledge N., Walker B. and Ralston S.(2010). Davidson's Principles & Practice of Medicine. 21St Edition, Robert Britton, Churchill Livingston Elsevier.
[13] Goldman L., Ausiello D., Arend W. and Armitage | ||
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