Cover Image

E-Hadith DV: Hadith scriptures in Syafie Madhhab retrieval using data visualization / Nor Faezahtul Salme Norhisam

Hadith is known as the second resource for Muslims to refer to that have the specific statements of an act, saying of the Prophet concerning some matter or action. The emergence of information technology has offered many applications and systems to access the content of the hadith via indexing and i...

Full description

Saved in:
Bibliographic Details
Main Author: Norhisam, Nor Faezahtul Salme
Format: Thesis
Language:English
Published: 2020
Subjects:
Electronic Computers. Computer Science
Algorithms
Online Access:http://ir.uitm.edu.my/id/eprint/35520/1/35520.pdf
http://ir.uitm.edu.my/id/eprint/35520/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.uitm.ir.35520
record_format eprints
spelling my.uitm.ir.355202020-11-26T06:53:37Z http://ir.uitm.edu.my/id/eprint/35520/ E-Hadith DV: Hadith scriptures in Syafie Madhhab retrieval using data visualization / Nor Faezahtul Salme Norhisam Norhisam, Nor Faezahtul Salme Electronic Computers. Computer Science Algorithms Hadith is known as the second resource for Muslims to refer to that have the specific statements of an act, saying of the Prophet concerning some matter or action. The emergence of information technology has offered many applications and systems to access the content of the hadith via indexing and information retrieval (IR). Nonetheless, it is inconvenient to use indexing for searching due to the nature of the hadith itself for being disordered and scattered. In the meantime, the existing IR system only cater the usage of simple and single keyword searching, which do not highlight the relevance of retrieved results. Apart from these, numerous results from the searching could lead to cognitive strain. For this project, it will use Agile methodology that has five phases, which are requirement analysis phase, design phase, development phase, testing phase and maintenance. Therefore, a progressive web-based information retrieval visualization system that utilizes Term Frequency-Inverse Document Frequency (TFIDF) algorithm and data visualization are suggested to solve these problems. First, the hadith data and the user query will go through the pre-processing method. Next, the TF-IDF algorithm is performed on the processed data to find the relevant hadith based on the user’s query. The results from the previous stage will be used to generate visualizations by using the D3.js library. Word cloud chart visualization is used to display the important word in a text. The more often it is stated within a given text and the more crucial it is. Implementation of sentence-based searching and the usage of the stemming algorithm would be considered to produce more meaningful results for future work. 2020 Thesis NonPeerReviewed text en http://ir.uitm.edu.my/id/eprint/35520/1/35520.pdf Norhisam, Nor Faezahtul Salme (2020) E-Hadith DV: Hadith scriptures in Syafie Madhhab retrieval using data visualization / Nor Faezahtul Salme Norhisam. Degree thesis, Universiti Teknologi MARA, Cawangan Melaka.
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Electronic Computers. Computer Science
Algorithms
spellingShingle Electronic Computers. Computer Science
Algorithms
Norhisam, Nor Faezahtul Salme
E-Hadith DV: Hadith scriptures in Syafie Madhhab retrieval using data visualization / Nor Faezahtul Salme Norhisam
description Hadith is known as the second resource for Muslims to refer to that have the specific statements of an act, saying of the Prophet concerning some matter or action. The emergence of information technology has offered many applications and systems to access the content of the hadith via indexing and information retrieval (IR). Nonetheless, it is inconvenient to use indexing for searching due to the nature of the hadith itself for being disordered and scattered. In the meantime, the existing IR system only cater the usage of simple and single keyword searching, which do not highlight the relevance of retrieved results. Apart from these, numerous results from the searching could lead to cognitive strain. For this project, it will use Agile methodology that has five phases, which are requirement analysis phase, design phase, development phase, testing phase and maintenance. Therefore, a progressive web-based information retrieval visualization system that utilizes Term Frequency-Inverse Document Frequency (TFIDF) algorithm and data visualization are suggested to solve these problems. First, the hadith data and the user query will go through the pre-processing method. Next, the TF-IDF algorithm is performed on the processed data to find the relevant hadith based on the user’s query. The results from the previous stage will be used to generate visualizations by using the D3.js library. Word cloud chart visualization is used to display the important word in a text. The more often it is stated within a given text and the more crucial it is. Implementation of sentence-based searching and the usage of the stemming algorithm would be considered to produce more meaningful results for future work.
format Thesis
author Norhisam, Nor Faezahtul Salme
author_facet Norhisam, Nor Faezahtul Salme
author_sort Norhisam, Nor Faezahtul Salme
title E-Hadith DV: Hadith scriptures in Syafie Madhhab retrieval using data visualization / Nor Faezahtul Salme Norhisam
title_short E-Hadith DV: Hadith scriptures in Syafie Madhhab retrieval using data visualization / Nor Faezahtul Salme Norhisam
title_full E-Hadith DV: Hadith scriptures in Syafie Madhhab retrieval using data visualization / Nor Faezahtul Salme Norhisam
title_fullStr E-Hadith DV: Hadith scriptures in Syafie Madhhab retrieval using data visualization / Nor Faezahtul Salme Norhisam
title_full_unstemmed E-Hadith DV: Hadith scriptures in Syafie Madhhab retrieval using data visualization / Nor Faezahtul Salme Norhisam
title_sort e-hadith dv: hadith scriptures in syafie madhhab retrieval using data visualization / nor faezahtul salme norhisam
publishDate 2020
url http://ir.uitm.edu.my/id/eprint/35520/1/35520.pdf
http://ir.uitm.edu.my/id/eprint/35520/
_version_ 1685651308413976576
score 13.211869

Similar Items