IJoICT (International Journal on Information and Communication Technology)
Vol. 10 No. 2 (2024): Vol.10 No. 2 Dec 2024

SAFE NUSANTARA: A semi-automatic framework for engineering and populating a Nusantara Food Ontology

Wiharja, Kemas Rahmat Saleh (Unknown)
Barawi, Mohamad Hardyman (Unknown)
Romadhony, Ade (Unknown)
Atastina, Imelda (Unknown)
Dharayani, Ramanti (Unknown)
Othman, Mohd Kamal (Unknown)



Article Info

Publish Date
23 May 2025

Abstract

Constructing a comprehensive food ontology, particularly for culturally diverse cuisines like Southeast East Asian (Nusantara), is hindered by the variability of online recipes and the scarcity of structured data. This research introduces SAFE Nusantara, a novel semi-automated system designed to build and populate a Nusantara food ontology by extracting relevant terms from diverse online sources in Indonesian and Malaysian languages. By leveraging a combination of techniques, including topic modelling, natural language processing, and knowledge graph techniques, SAFE Nusantara addresses the challenges of data format diversity and language specificity. The system has demonstrated significant improvements in the accuracy of food classification and has the potential to enhance food recommendation systems and cultural heritage preservation efforts.

Copyrights © 2024






Journal Info

Abbrev

ijoict

Publisher

Subject

Computer Science & IT

Description

International Journal on Information and Communication Technology (IJoICT) is a peer-reviewed journal in the field of computing that published twice a year; scheduled in December and ...