Phonetic-based Sindhi spellchecker system using a hybrid model.
This article presents a novel architecture using a hybrid model for developing a Sindhi spellchecker system which has yet not been developed prior to this work. The compound textual forms and glyphs of Sindhi language presents a substantial challenge for developing a Sindhi spellchecker system and g...
| Publicado en: | Digital Scholarship in the Humanities Vol. 31; no. 2; pp. 264 - 283 |
|---|---|
| Autores principales: | , , , |
| Formato: | Artículo |
| Publicado: |
Oxford University Press / USA
6/1/2016
|
| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=115711320&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 115711320 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 2055768X JEO9 jtl: Digital Scholarship in the Humanities issn: 2055768X maglogo: N pubinfo: dt: 6/1/2016 vid: 31 iid: 2 pid: 622 pub: Oxford University Press / USA artinfo: ui: 115711320 10.1093/llc/fqv005 ppf: 264 ppct: 19 formats: fmt: @attributes: type: P size: 2.1MB tig: atl: Phonetic-based Sindhi spellchecker system using a hybrid model. aug: au: Bhatti, Zeeshan Ismaili, Imdad Ali Hakro, Dil Nawaz Soomro, Waseem Javid affil: Institute of Information and Communication Technology, University of Sindh, Jamshoro, Pakistan School of Computer Sciences, University Sains Malaysia, Malaysia su: Phonetics Sindhi language Spell checkers (Computer programs) Algorithms Spelling errors sug: subj: Phonetics Sindhi language Spell checkers (Computer programs) Algorithms Spelling errors ab: This article presents a novel architecture using a hybrid model for developing a Sindhi spellchecker system which has yet not been developed prior to this work. The compound textual forms and glyphs of Sindhi language presents a substantial challenge for developing a Sindhi spellchecker system and generating a similar suggestion list for misspelled words. In order to implement such a system, phonetic-based Sindhi language rules and patterns must be taken into account for increasing the accuracy and efficiency. In this research work, a simple and efficient combinational hybrid system is proposed, using three different algorithms, the Edit Distance algorithm to find the measure of similarity between two Sindhi strings. The phonetic-based SoundEx and ShapeEx algorithms are developed for pattern or glyph matching, generating accurate and an efficient suggestion list for incorrect or misspelled Sindhi words. The proposed system is established with a blend between Phonetic-based SoundEx algorithm and ShapeEx algorithm for pattern or glyph matching, generating accurate and efficient suggestion list for incorrect or misspelled Sindhi words. In this article, a table of phonetically similar-sounding Sindhi characters is presented which are grouped together along with another table containing similar glyph or shapebased character groups. The system has been successfully integrated into a predeveloped Sindhi word processer application. The Sindhi word segmentation methodology and algorithms required for the spellchecker has already been published and so are not discussed in detail in this article. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y custom: © 2019 EADH: The European Association for Digital Humanities. item: Digital Scholarship in the Humanities holder: Oxford University Press / USA dt: @attributes: year: 2016 holdings: @attributes: islocal: N |
|---|