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Graph-based text representation for Malay translated hadith text
Journal
2016 3rd International Conference on Information Retrieval and Knowledge Management, CAMP 2016 - Conference Proceedings
Date Issued
2017
Author(s)
Alias N.
Rahman N.A.
Ismail N.K.
Nor Z.M.
Alias M.N.
DOI
10.1109/INFRKM.2016.7806336
Abstract
Text representation plays an important role in text classification. Commonly, text representation uses the term frequency technique. Hadith texts consist of two parts; they are the chain of narrators and the content. The term frequency technique is usually used for the content text representation. This research explains the text representation for chain of narrators in hadith texts. The chain of narrators was depicted using graph technique as text representation. A total of 18 hadith texts were used in representing chain of narrators as text representation. The narrator's name and relationships between narrators extracted from hadith texts which produced 82 narrator names and 85 connections between narrators. The 82 names were used as nodes, while the 85 connections as the relationships. The text representation graph subsequently used in the hadith text classification research based on chain of narrators. � 2016 IEEE.