Latent semantic analysis and cosine similarity for hadith search engine

[...]the generated hadith information must hand in hand with needed requirements. [...]search engines that are built need to consider the semantics wheather from the inputted keywords or the hadith data which is saved in the system. The main advantage of the cosine similarity method is that it can&#...

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Bibliographic Details
Published in:Telkomnika 2020-02, Vol.18 (1), p.217-227
Main Authors: Darmalaksana, Wahyudin, Slamet, Cepy, Zulfikar, Wildan Budiawan, Fadillah, Imam Fahmi, Maylawati, Dian Sa’adillah, Ali, Hapid
Format: Article
Language:English
Subjects:
Abbreviations
Algorithms
Data collection
Information retrieval
Keywords
Languages
Query formulation
Search engines
Semantic analysis
Semantics
Similarity
Citations: Items that cite this one
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Description
Summary:[...]the generated hadith information must hand in hand with needed requirements. [...]search engines that are built need to consider the semantics wheather from the inputted keywords or the hadith data which is saved in the system. The main advantage of the cosine similarity method is that it can't be affect by the length and short of a document. Because the term value of each document is the important thing. [...]the similarity of input keywords and hadith data collection will be counted using cosine similarity. 2.1. [...]if needed, it is carried out a special process to handle natural languages contained in text data, such as; abbreviations, slang, regional languages, and other natural languages.
ISSN:1693-6930
2302-9293
DOI:10.12928/telkomnika.v18i1.14874