Hadith Text Classification on Sanad Part Using Edge List
Hadith has two components consisting of sanad and the content parts. Most of the studies in hadith text classification focus on the content part named topical classification area. The sanad part, on the contrary, gains less attention in the text classification area. In this study, we design class...
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| Main Authors: | , , , , , |
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| Format: | Proceeding |
| Language: | English |
| Published: |
2023
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| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/41380/1/Hadith%20Text%20Classification%20on%20Sanad%20Part.pdf http://ir.unimas.my/id/eprint/41380/ https://link.springer.com/chapter/10.1007/978-981-19-4910-4_14 |
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| Summary: | Hadith has two components consisting of sanad and the content parts.
Most of the studies in hadith text classification focus on the content part named
topical classification area. The sanad part, on the contrary, gains less attention in the
text classification area. In this study, we design classification rules to classify hadith
text based on the sanad part using the edge list concept. The rule-based classification
is designed by using 700 hadith texts as a training data set and 300 hadith texts for the
testing data set. We evaluate the results by using precision and recall measurement.
The precision value is 1.00 by developing the rule-based classification on knowledge
from experts. In our study, the recall value was 0.11 because the chronological lists
for hadith text in the training set did not represent all chronological lists in Shahih
Bukhari hadith, which is more than 7000. In the future, this study can be extended
to analyse the overall text classification from Shahih Bukhari. |
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