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SPELLING CORRECTION By  Dr. SPELLING CORRECTION By  Dr.

SPELLING CORRECTION By Dr. - PowerPoint Presentation

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Uploaded On 2023-06-21

SPELLING CORRECTION By Dr. - PPT Presentation

huda abdulaali Spell correction Document correction Isolated word correction Edit distance Example Find the edit distance to convert A b c d e f to a z c e d null A B C ID: 1001297

distance correction query edit correction distance edit query gram find grams spell lexicon

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1. SPELLING CORRECTIONBy Dr. huda abdulaali

2. Spell correction

3. Document correction

4. Isolated word correction

5. Edit distance

6. Example Find the edit distance to convert A b c d e f to a z c e d nullABCDEFnull0123456 A1012345Z2112345C3221234E4332223d5443233

7. n-gram overlapthe n-grams in the query string as well as in the lexicon * use the n-gram index (recall wild-card search) to retrieve all lexicon terms matching any of the query n-grams

8. Example with trigrams

9. One option – Jaccard coefficient

10. Example A= { 7, 3, 2, 4, 1}B= { 4, 1, 9, 7, 5} find the Jc distance AU B { 1, 2, 3, 4, 7, 9}A∩ B { 1, 4, 7} 3 / 7

11. Context-sensitive spell correction

12. T q