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CLASSIFICATION OF SUPERIOR COCOA FRUITS USING FUZZY LOGIC METHOD BASED ON PHYSICAL PARAMETERS Hakim, Marwan; Ma’we, Hannatul; Fitriani; Jupri Hadi, Marham
Bulletin of Network Engineer and Informatics Vol. 3 No. 2 (2025): BUFNETS (Bulletin of Network Engineer and Informatics) October 2025
Publisher : GWEX NET PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59688/y1njb332

Abstract

The quality of cocoa fruit is an important factor in supporting productivity and market value in the agricultural sector. The determination of superior cocoa fruit, which has so far been done manually, is still subjective and inefficient. This study aims to develop an expert system to classify superior cocoa fruit using the Fuzzy Logic method with the Mamdani approach, based on physical parameters such as length, width, weight  and number of seeds. The research was conducted in Genggelang Village, Senara Hamlet, North Lombok, using 50 cocoa fruit samples from various varieties. The system was designed using the Python programming language and a MySQL database and tested through the black box method and performance evaluation using a confusion matrix. The classification results show that the system is capable of identifying superior cocoa fruits with an accuracy of 71.7%. The high recall value for the 'superior' class indicates good system sensitivity, although precision can still be improved. Misclassifications generally occur in physical parameters that lie on the borderline between categories. This study demonstrates that the fuzzy logic method is effective in enhancing the objectivity and efficiency of cocoa fruit classification. The developed system can serve as a potential tool to support decision-making in technology-based agriculture.
Integrating Lombok’s Cultural Heritage through Digital Storytelling to Enhance EFL Students’ Speaking Skills Rospin Hidayati; Marham Jupri Hadi; Anisa Nur’aini
Jo-ELT (Journal of English Language Teaching) Fakultas Pendidikan Bahasa & Seni Prodi Pendidikan Bahasa Inggris IKIP Vol. 12 No. 2 (2025)
Publisher : Faculty of Culture, Management, and Business Universitas Pendidikan Mandalika (UNDIKMA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33394/jo-elt.v12i2.18168

Abstract

Many EFL learners experience difficulty speaking fluently and confidently, particularly in assessment-driven learning environments. This study examined whether digital storytelling grounded in Lombok’s cultural heritage could enhance students’ speaking performance and influence their affective outcomes. Employing a mixed-methods one-group pretest–posttest design, the study involved 15 undergraduate students who participated in a four to five-week instructional intervention. Speaking performance was evaluated through digital storytelling tasks using a five-aspect analytic rubric encompassing fluency, pronunciation, grammar, vocabulary, and closing remarks. To capture learners’ experiences, qualitative data were gathered from reflective journals, focus group discussions, and field notes. The results demonstrated statistically significant improvements across all speaking dimensions. Fluency showed the greatest gain, followed by vocabulary, pronunciation, grammar, and closing remarks. Qualitative findings indicated that these improvements were supported by iterative rehearsal cycles, increased audience awareness, and culturally grounded inquiry, which facilitated more accurate lexical choices, sustained engagement, and greater confidence. The study provides empirical evidence that locally anchored digital storytelling functions not merely as contextual enrichment but as a pedagogical design principle for speaking instruction. Theoretically, the findings are framed through an integrated perspective drawing on Communicative Language Teaching, Sociocultural Theory, and Self-Determination Theory. Pedagogically, the study recommends adopting culturally grounded digital storytelling as a core speaking cycle, supported by targeted focus-on-form activities and calibrated analytic assessment rubrics.
MEDIA PEMBELAJARAN DIGITAL MATA PELAJARAN SEJARAH KEBUDAYAAN ISLAM DI SMP IT PLUS AL-BURUJ NW SIKUR BERBASIS ANDROID Fitriani Fitriani; Hannatul Ma'we; Windrawan Robipul Hakim; Marham Jupri Hadi; Devi Chrisman Lase
TEKNIMEDIA: Teknologi Informasi dan Multimedia Vol. 6 No. 2 (2025): Desember 2025
Publisher : Badan Penelitian dan Pengabdian Masyarakat (BP2M) STMIK Syaikh Zainuddin NW Anjani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46764/teknimedia.v6i2.330

Abstract

Instructions The development of digital technology has brought major changes in the world of education, including in the method of delivering learning materials. The subject of Islamic Cultural History (ISHC) at SMP IT Plus Al-Buruj NW Sikur still faces the challenge of low student learning interest due to conventional methods that are less interactive. This study aims to design and build Android-based digital learning media to increase the effectiveness and attractiveness of ISHC learning. The application developed includes features of learning materials, videos, practice questions and user profiles, using the Java programming language and SQLite database through the Android Studio platform. The methods used in this study include literature studies, observations and interviews. In addition, system modeling is carried out using the Unified Modeling Language (UML) approach through Use Case, Activity and Class Diagram diagrams. The test results show that this application can support ISHC learning in a more flexible, interactive, and interesting way, both for use in and outside the classroom. This application is expected to be an effective digital solution.
Exploration of Teachers' Perspectives on The Integration of Environmental Education in Science Learning Kuswara, R. Didi; Fadli, Ahmad; Hadi, Marham Jupri; Sahratullah, Sahratullah; Loli, Denda Piki; Rahmani, Haerunnisa
Jurnal Penelitian Pendidikan IPA Vol 11 No 11 (2025): November
Publisher : Postgraduate, University of Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jppipa.v11i11.12590

Abstract

This study aims to reveal the forms of environmental education integration in science learning and the challenges faced by teachers in its implementation. This reseach approach used is a qualitative with a phenomenological design, stages include four main steps, namely bracketing, intuition, analysis, and description. Based on the analysis of teachers' responses, three main forms of integration were obtained, namely. (1) a contextual learning approach, (2) utilizing the surrounding environment, both the school environment and conservation areas, (3) strengthening environmental literacy and awareness through student involvement in environmental management activities. This study also found various challenges in implementing, including limited facilities and infrastructure, low student learning motivation, and difficulties in managing learning activities outside the classroom. External factors, such as limited school support, logistics, weather conditions, and a lack of learning media, exacerbate these obstacles. These findings indicate that teachers have a high awareness of their strategic role in fostering students' ecological awareness. However, in addition, teachers' limited understanding of the concept of environmental education integration in science learning is still found. Therefore, increasing teacher capacity through training, curriculum development, and structural support is important for the successful integration of environmental education in science learning