Communautaire: Journal of Community Service
Vol. 5 No. 1 (2026)

Eco-Entrepreneurship Incubation for High Schoolers: Utilizing AI-Driven Vision Recognition in Wetland Conservation

Monry Fraick Nicky Gillian Ratumbuysang (Universitas Lambung Mangkurat)
Dwi Atmono (Universitas Lambung Mangkurat)
Ananda Setiawan (Universitas Lambung Mangkurat)
Syaripudin Bahar (Universitas Lambung Mangkurat)
Sharfina Amima (Universitas Lambung Mangkurat)
Muhammad Zainadi (Universitas Lambung Mangkurat)
Hafid Febriansyah (Universitas Lambung Mangkurat)



Article Info

Publish Date
15 Jun 2026

Abstract

This community service program aims to improve Artificial Intelligence (AI) literacy and strengthen entrepreneurial awareness among students of SMAN 4 Banjarmasin through a digital-based waste sorting learning model in wetland ecosystems. The method applied in this activity is Participatory Technology Development (PTD), which integrates socialization sessions, AI literacy workshops, and hands-on implementation using a web-based application system powered by Gemini AI Vision Recognition. This system is designed to identify wetland waste characteristics that are typically wet, mixed, and contaminated with sediment, making conventional sorting methods less effective. The results of the program show a significant improvement in students’ cognitive understanding, indicated by an increase in the average score from 5.67 in the pre-test to 7.76 in the post-test. In addition, 93.1% of participants reported that they had never interacted with AI technology before, while 91.0% expressed high satisfaction with the learning experience. The implication of this activity is the development of an innovative circular economy-based environmental education model that integrates AI technology into waste management learning. This model is expected to be scalable and adaptable for other schools in wetland regions, enabling the transformation of environmental challenges into opportunities for digital innovation and student entrepreneurship development.  

Copyrights © 2026






Journal Info

Abbrev

communautaire

Publisher

Subject

Economics, Econometrics & Finance Education Languange, Linguistic, Communication & Media Public Health Social Sciences Other

Description

Communautaire: Journal of Community Service is published by Al-Qalam Institute, Probolinggo, East Java, Indonesia. This journal publishes research and community service results carried out by practitioners, teachers, lecturers, and researchers. The focus and scope of this journal include research ...