Journal Informatic, Education and Management (JIEM)
Vol 8 No 1 (2026): FEBRUARY

PRESERVING PROVERBS IN THE DIGITAL AGE: A QUALITATIVE STUDY ON STAKEHOLDER PERCEPTIONS OF ARTIFICIAL INTELLIGENCE FOR ACEHNESE LANGUAGE HERITAGE

Hajar, Ibnu (Unknown)
Husna, Asmaul (Unknown)
Aulia, Muhammad Kahfi (Unknown)
Muntazar, T. (Unknown)



Article Info

Publish Date
25 Feb 2026

Abstract

This qualitative study investigates the perceived opportunities and challenges of developing an artificial intelligence (AI) application for preserving Acehnese proverbs (Hadih Maja), a critical yet endangered component of cultural heritage. Conducted as a multi-stakeholder feasibility study, it engages academics (linguists, anthropologists, AI/data scientists) and cultural custodians (tokoh adat) in North Aceh and Lhokseumawe, Indonesia. Through reflexive thematic analysis of in-depth interviews, the research reveals a dualistic landscape. Stakeholders recognize AI’s transformative potential as a bridge for intergenerational engagement, enabling interactive, mobile-based learning for youth. However, this promise is counterbalanced by formidable socio-technical hurdles. Key challenges include the fundamental "low-resource" paradox—where data scarcity severely limits natural language processing capabilities—and profound ethical risks of cultural decontextualization, trivialization, and the erosion of community sovereignty over knowledge. The findings underscore that the primary impediments are not merely technical but deeply socio-technical, necessitating an approach that makes community governance and cultural integrity foundational. The study concludes that a successful initiative must be reconceptualized from an "AI development project" to a "community-led cultural revitalization project enabled by AI," prioritizing participatory co-design, ethical data governance guided by the CARE principles, and the creation of a culturally-grounded multimodal corpus before any substantial technical development. This research offers a critical framework for ethically and effectively leveraging AI in endangered language contexts globally.

Copyrights © 2026






Journal Info

Abbrev

jiem

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Education Languange, Linguistic, Communication & Media Other

Description

Perkembangan ilmu pengetahuan terkait dengan teknologi, informasi dan komunikasi baik secara teoritis maupun empiris terbukti sudah memberikan dampak positif bagi berbagai sisi kehidupan masyarakat. Perkembangan ilmu Bidang Teknologi Informasi Dan Komunikasi sudah banyak memberikan manfaat bagi ...