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SISTEM EDOM ANDROID DENGAN VISUALISASI DATA DAN ANALISIS SENTIMEN MENGGUNAKAN MODEL INDOROBERTA Fajar, Alan Maulana; Alan Maulana; Martinus, Agust Isa; Anwarudin, Khairul; Minah Jaya, Suhana
INTI TALAFA Vol. 18 No. 1 (2026): Vol 18 No 1 Tahun 2026
Publisher : Program Studi Teknik Informatika Universitas Muhammadiyah Cirebon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32534/int.v18i1.8451

Abstract

Umpan balik mahasiswa berupa komentar teks kerap terabaikan pada laporan Evaluasi Dosen oleh Mahasiswa (EDOM) yang menitikberatkan angka, sehingga potensi informasi mutu pengajaran kurang tergali. Penelitian ini merancang dan membangun sistem EDOM berbasis Android yang mengintegrasikan rekapitulasi nilai dengan analisis sentimen otomatis agar temuan kualitatif tersaji ringkas dan mudah ditindaklanjuti. Arsitektur meliputi aplikasi Flutter untuk pengisian instrumen EDOM, layanan backend Express.js dengan basis data MySQL yang menangani otentikasi berbasis JWT dan otorisasi berbasis peran dan pengelolaan data evaluasi., serta layanan Flask yang menjalankan model IndoRoBERTa hasil fine-tuning guna mengklasifikasikan komentar ke dalam tiga kelas (negatif, netral, positif). Data penelitian mencakup ±100.000 ulasan berbahasa Indonesia yang diperoleh melalui translasi dan penyeimbangan dari korpus awal, dengan pembagian 80.000/10.000/10.000 untuk latih/validasi/uji. Evaluasi menggunakan akurasi, presisi, recall, dan F1-score. Hasil menunjukkan sistem berjalan end-to-end dari pengisian hingga penyajian ringkasan dan distribusi sentimen, dengan kinerja model akurasi 69,67% dan macro-F1 ≈ 0,70 pada data uji, performa terbaik pada kelas positif, sedangkan kelas netral masih menantang. Integrasi ini memperkaya pelaporan EDOM sehingga program studi dan dosen memperoleh dasar pengambilan keputusan yang lebih lengkap dan berbasis data.  
Enterprise Architecture Design of Tourism Supply Chain Management Platform Application at the Level of Business Process Flow and Information Suhana Minah Jaya; Andri Hermawan
Jurnal Toursci Vol 3 No 4 (2026): Vol 3 No 4 February 2026
Publisher : Ann Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62885/toursci.v3i4.1075

Abstract

Background. The tourism sector in Indonesia plays a strategic role in national economic growth; however, its performance is constrained by fragmented supply chains, lack of integration among stakeholders, and the absence of a unified digital platform. Aims. This study aims to design an Enterprise Architecture (EA) for a Tourism Supply Chain Management (TSCM) digital platform that integrates tourism actors from upstream to downstream. Methods. The research adopts a qualitative design approach, utilizing Focus Group Discussions (FGD) involving 110 participants representing tourism associations, service providers, local governments, and tourists. Result. The findings reveal critical issues related to distribution inefficiencies, price instability, service quality inconsistency, and supply uncertainty. Based on stakeholder needs analysis, the study develops an enterprise architecture blueprint comprising a Business Model Canvas, application service process flow, service network design, organizational structure, and graphical user interface (GUI). Conclusion. The proposed architecture provides a comprehensive framework for coordinating information, distribution processes, and payment systems within the tourism supply chain. Implementation. This research contributes a structured EA-based solution that supports efficiency, price stability, and service quality enhancement in Indonesia’s tourism industry.
COMMUNITY SERVICE IN OVERSEEING THE DEMOCRATIC PROCESS OF VOTING AT POLLING STATION 48 SALADARA CIREBON Yusuf Safari; Asep Gunawan; Devi Yuliananda; Suhana Minah Jaya
Jurnal Abdisci Vol 1 No 4 (2024): Vol 1 No 4 Tahun 2024
Publisher : Ann Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62885/abdisci.v1i4.206

Abstract

The People's Party, in choosing a candidate for its deputy, is rife with enthusiasm. Residents in every RT flocked to the nearest polling station according to its permanent voter list (DPT). This atmosphere will repeat once every five years. Each Polling Station brings its distinctive nuances that significantly give a different atmosphere in the life of the nation and state. This community service activity was carried out to oversee the democratic voting process at polling station 48 Saladara Cirebon City. The method used is observing and entering into democratic activities and encouraging democratic officials. The results showed that the election process at polling station 48 Saladara went smoothly. Activities begin H-1 before implementation by preparing chairs and tables. D-day at 06.00, Officers are ready to arrange the election logistics, and precisely at 08.00, The callfor the people to vote begins. At exactly 13:00, the voting process was closed, and there was a 1-hourbreak. At 14.00, start counting sura until 24.00. The sura box is guarded overnight to wait for thenext day to be picked up by the Exodus for the next counting process.
COUNSELING AND ASSISTANCE ON THE PROCEDURE FOR MAKING NIB AND PAYMENT USING QRIS Dian Novianti; Suhana Minah Jaya; Sokid Sokid; Pahla Widyani; devi yuliananda; Fitri Dian Perwitasari
Jurnal Abdisci Vol 2 No 4 (2025): Vol 2 No 4 Tahun 2025
Publisher : Ann Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62885/abdisci.v2i4.649

Abstract

Background. The Business Identification Number (NIB) is a licensing identity that must be owned by business actors to ensure the legality of their business. On the other hand, the digitization of the payment system is growing with the presence of QRIS (Quick Response Code Indonesian Standard), which facilitates non-cash transactions quickly and efficiently. Aims. This community service activity aims to provide counseling on the procedure for making NIB and using QRIS for micro and small businesses (MSMEs) in Lingsana Village, Jalaksana District, Kuningan Regency. Methods. The method used is direct counseling through lectures, discussions, and practical simulations. Based on pre-test and post-test evaluations, participants consisting of 30 MSME actors showed an increase in understanding by 85%. Result. The results of this activity are expected to encourage business formalization and adoption of digital payment technology among MSMEs. Conclusion. NIB and MSME actors get legal protection, better access to capital, and empowerment from the government. Implementation. This program is expected to encourage local economic growth by strengthening the position of MSMEs in the digital era.