Abstract
This paper presents a Three-level Morphological Analyzer (MA). Our approach consists of mimicking morphology processing carried out by a human linguist expert. Hence, a great emphasis is put on the analysis and representation of Arabic linguistic rules. This step is very crucial in order to come up with a reliable MA. In the Three-level MA, surface words (tokens) undergo stemming to produce corresponding stems. Roots are then generated from resultant stems. A multi-affix approach is considered when stemming tokens. The stemming algorithm performs iterative light stemming which strips a part of the prefix/suffix. Indeed, from the linguistic point of view, a prefix/suffix is not just one string of characters. It is rather a combination of letters that may represent a number of distinct entities. Light stemming helps extracting information from each prefix/suffix by considering each separately. The root generating algorithm identifies the form of a stem, wherefrom, it extracts the root. The root generating algorithm manipulates deviated stems for unified treatment purposes. The MA is equipped with a comprehensive coverage lexicon to ensure correctness of results.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the Eighth IASTED International Conference on Artificial Intelligence and Soft Computing |
| Editors | A.P. Pobil |
| Pages | 41-47 |
| Number of pages | 7 |
| Publication status | Published - 2004 |
| Event | Proceedings of the Eighth IASTED International Conference on Atificial Intelligence and Soft Computing - Marbella, Spain Duration: Sep 1 2004 → Sep 3 2004 |
Other
| Other | Proceedings of the Eighth IASTED International Conference on Atificial Intelligence and Soft Computing |
|---|---|
| Country | Spain |
| City | Marbella |
| Period | 9/1/04 → 9/3/04 |
Fingerprint
Keywords
- Arabic processing
- Computational linguistics
- Morphological analysis
ASJC Scopus subject areas
- Engineering(all)
Cite this
Three-level morphological analyzer for arabic verbs and particles. / Al-Raisi, Fatima T.; Al-Hafeedh, Anisa M.; Al-Farsi, Salha M.; Zidoum, Hamza Z.
Proceedings of the Eighth IASTED International Conference on Artificial Intelligence and Soft Computing. ed. / A.P. Pobil. 2004. p. 41-47.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Three-level morphological analyzer for arabic verbs and particles
AU - Al-Raisi, Fatima T.
AU - Al-Hafeedh, Anisa M.
AU - Al-Farsi, Salha M.
AU - Zidoum, Hamza Z.
PY - 2004
Y1 - 2004
N2 - This paper presents a Three-level Morphological Analyzer (MA). Our approach consists of mimicking morphology processing carried out by a human linguist expert. Hence, a great emphasis is put on the analysis and representation of Arabic linguistic rules. This step is very crucial in order to come up with a reliable MA. In the Three-level MA, surface words (tokens) undergo stemming to produce corresponding stems. Roots are then generated from resultant stems. A multi-affix approach is considered when stemming tokens. The stemming algorithm performs iterative light stemming which strips a part of the prefix/suffix. Indeed, from the linguistic point of view, a prefix/suffix is not just one string of characters. It is rather a combination of letters that may represent a number of distinct entities. Light stemming helps extracting information from each prefix/suffix by considering each separately. The root generating algorithm identifies the form of a stem, wherefrom, it extracts the root. The root generating algorithm manipulates deviated stems for unified treatment purposes. The MA is equipped with a comprehensive coverage lexicon to ensure correctness of results.
AB - This paper presents a Three-level Morphological Analyzer (MA). Our approach consists of mimicking morphology processing carried out by a human linguist expert. Hence, a great emphasis is put on the analysis and representation of Arabic linguistic rules. This step is very crucial in order to come up with a reliable MA. In the Three-level MA, surface words (tokens) undergo stemming to produce corresponding stems. Roots are then generated from resultant stems. A multi-affix approach is considered when stemming tokens. The stemming algorithm performs iterative light stemming which strips a part of the prefix/suffix. Indeed, from the linguistic point of view, a prefix/suffix is not just one string of characters. It is rather a combination of letters that may represent a number of distinct entities. Light stemming helps extracting information from each prefix/suffix by considering each separately. The root generating algorithm identifies the form of a stem, wherefrom, it extracts the root. The root generating algorithm manipulates deviated stems for unified treatment purposes. The MA is equipped with a comprehensive coverage lexicon to ensure correctness of results.
KW - Arabic processing
KW - Computational linguistics
KW - Morphological analysis
UR - http://www.scopus.com/inward/record.url?scp=10444256511&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=10444256511&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:10444256511
SN - 0889864586
SP - 41
EP - 47
BT - Proceedings of the Eighth IASTED International Conference on Artificial Intelligence and Soft Computing
A2 - Pobil, A.P.
ER -