Mapping the research on halal industry: a retrospective analysis DOI
Muhammad Bilal Zafar, Mohd Fauzi Abu–Hussin, Hassnian Ali

et al.

Journal of Islamic marketing, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 13, 2024

Purpose This review paper aims to provide a comprehensive retrospective analysis of the research landscape in Halal industry through threefold approach, including bibliometric analysis, latent theme identification and examination driving factors citations. Design/methodology/approach A total 2,510 documents, identified from Scopus systematic search, were considered for review. The methods included domain, application machine learning structural topic modeling (STM) identify themes negative binomial regression estimate impact paper, author geographical characteristics on citation rates. Findings In addition insights, STM uncovered 10 key topics within literature, certification processes, dietary practices, consumer behavior, ethical considerations, supply chain management, market dynamics, tourism, verification methods, regulatory frameworks food production marketing. Positive associations with rates found abstract length, number keywords, age, references, funding, authors international collaboration, while association was observed authorship Malaysia. Originality/value besides providing insights into dynamics patterns, also guides future avenues industry.

Language: Английский

Ensuring halal food integrity: An overview of modern molecular and technological solutions DOI Creative Commons
Abdul Mueez Ahmad,

Hassan Mehmood Sipra,

Nimra Tanveer

et al.

Food biomacromolecules., Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 20, 2025

Abstract Food authenticity is crucial for ensuring consumer trust, public health and market integrity with particular importance in the context of religious cultural practices. For global Muslim population, halal food adherence not merely a dietary preference but fundamental aspect faith, necessitating rigorous verification status. Traditional methods authentication such as sensory evaluation basic chemical analysis, electrophoresis ionizing radiation often fall short addressing complexities modern production supply chains leading to potential cross‐contamination mislabeling. These limitations underscore urgent need advanced techniques authentication. This paper explores technologies DNA‐based methods, spectroscopy, chromatography, immunological assays, emerging innovations like blockchain artificial intelligence. By providing comprehensive overview these techniques, this aims highlight their enhancing accuracy, reliability efficiency thereby supporting industry stakeholders, regulators consumers upholding integrity.

Language: Английский

Citations

1
Exploring the state-of-the-art of halal food research using latent Dirichlet allocation DOI Creative Commons
Abderahman Rejeb, Karim Rejeb, Imen Zrelli

et al.

Discover Food, Journal Year: 2025, Volume and Issue: 5(1)

Published: Feb. 6, 2025

Language: Английский

Citations

0
System Engineering Process Methodology for Machine Learning Detection and Validation of Halal Products: Case Study in Pharmaceutical Industry DOI Open Access

Helfi Nasution,

Muhammad Syaukani

International Journal of Scientific Research in Computer Science Engineering and Information Technology, Journal Year: 2025, Volume and Issue: 11(2), P. 136 - 149

Published: March 3, 2025

Halal product pharmacies have become the primary attention of consumers and industry, especially in ensuring that raw materials production processes follow Sharia principles. The halal certification process still depends on manual methods often faces challenges matter efficiency accuracy. Therefore, research proposes application System Engineering Process Methodology (SEPM) for developing a system based Machine Learning(ML) detecting validating pharmacies. This covers stages Requirements Analysis, Design, Implementation, Testing, Deployment, Maintenance, Works optimally appropriately with applicable regulations. ML model was developed tested various technique validation For increased accuracy classifying products. Research results shows approach can improve integrate it into scale industry to support compliance standards more systematically.

Language: Английский

Citations

0
Mapping the research on halal industry: a retrospective analysis DOI
Muhammad Bilal Zafar, Mohd Fauzi Abu–Hussin, Hassnian Ali

et al.

Journal of Islamic marketing, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 13, 2024

Purpose This review paper aims to provide a comprehensive retrospective analysis of the research landscape in Halal industry through threefold approach, including bibliometric analysis, latent theme identification and examination driving factors citations. Design/methodology/approach A total 2,510 documents, identified from Scopus systematic search, were considered for review. The methods included domain, application machine learning structural topic modeling (STM) identify themes negative binomial regression estimate impact paper, author geographical characteristics on citation rates. Findings In addition insights, STM uncovered 10 key topics within literature, certification processes, dietary practices, consumer behavior, ethical considerations, supply chain management, market dynamics, tourism, verification methods, regulatory frameworks food production marketing. Positive associations with rates found abstract length, number keywords, age, references, funding, authors international collaboration, while association was observed authorship Malaysia. Originality/value besides providing insights into dynamics patterns, also guides future avenues industry.

Language: Английский

Citations

2