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Tai Nguyen So - Vietnam National University, Ha Noi - VNU >
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http://tainguyenso.vnu.edu.vn/jspui/handle/123456789/13555
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| Title: | Vietnamese spelling detection and correction: Using Bi-gram, minimum edit distance, SoundEx algorithms with some additional heuristics |
| Authors: | Nguyen P.H.
Ngo T.D.
Phan D.A.
Dinh T.P.T.
Huynh T.Q. |
| Keywords: | Minimum edit distance
N-gram
SoundEx
Spelling correction
Spelling detection
Vietnamese spelling checking |
| Issue Date: | 2008 |
| Publisher: | RIVF 2008 - 2008 IEEE International Conference on Research, Innovation and Vision for the Future in Computing and Communication Technologies |
| Citation: | Volume , Issue , Page 96-102 |
| Abstract: | The spelling checking problem is considered to contain two main phases: the detecting phase and the correcting phase. In this paper, we present a new approach for Vietnamese spelling checking based on Vietnamese characteristics for each phase. Our research approach includes the use of a syllable Bi-gram in combination with parts of speech (POS) to find out suspected syllables. In the correcting phase, we based on Minimum Edit Distance, SoundEx algorithms and some heuristics to build a weight function for assessing suggestion candidates. The training corpus and the test set were collected from e-newspapers. ©2008 IEEE. |
| URI: | http://tainguyenso.vnu.edu.vn/jspui/handle/123456789/13555 |
| ISSN: | |
| Appears in Collections: | New - Articles of Universities of Vietnam from Scopus
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