Constructing a shariah document screening prototype based on serverless architecture

Che Mohd Salleh, Marhanum and Mohd Nor, Rizal and Yusof, Faizal and Amiruzzaman, Md (2023) Constructing a shariah document screening prototype based on serverless architecture. Computers, 12 (3). pp. 1-15. E-ISSN 2073-431X

	PDF (Journal) - Published Version Restricted to Registered users only Download (7MB) | Request a copy
	PDF - Published Version Restricted to Registered users only Download (283kB) | Request a copy

Abstract

The aim of this research is to discuss the groundwork of building an Islamic Banking Document Screening Prototype based on a serverless architecture framework. This research first forms an algorithm for document matching based Vector Space Model (VCM) and adopts Levenshtein Distance for similarity setting. Product proposals will become a query, and policy documents by the central bank will be a corpus or database for document matching. Both the query and corpus went through preprocessing stage prior to similarity analysis. One set of queries with two sets of corpora is tested in this research to compare similarity values. Finally, a prototype of Shariah Document Screening is built based on a serverless architecture framework and ReactJS interface. This research is the first attempt to introduce a Shariah document screening prototype based on a serverless architecture technology that would be useful to the Islamic financial industry towards achieving a Shariah-compliant business. Given the development of Fintech, the output of this research study would be a complement to the existing Fintech applications, which focus on ensuring the Islamic nature of the businesses.

Item Type:	Article (Journal)
Uncontrolled Keywords:	Islamic banking; document screening; Levenshtein distance; serverless architecture
Subjects:	H Social Sciences > HG Finance > HG3368 Islamic Banking and Finance T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Economics and Management Sciences Kulliyyah of Economics and Management Sciences > Department of Finance Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology > Department of Computer Science Kulliyyah of Information and Communication Technology > Department of Computer Science
Depositing User:	Dr. Marhanum Che Mohd Salleh
Date Deposited:	27 Mar 2023 10:13
Last Modified:	27 Jan 2024 14:11
URI:	http://irep.iium.edu.my/id/eprint/104211

Actions (login required)

View Item