Garuda - Garba Rujukan Digital

Pelatihan Sistem Manajemen Pengguna Internet Berbasis Radius Pada Internet Desa Ngantru Tulungagung Prasetya, Agung; Iskandar, Joko; Sari, Yayak Kartika; Ansor, Mohamad Khoirul
Jurnal Pengabdian Masyarakat Bangsa Vol. 3 No. 5 (2025): Juli
Publisher : Amirul Bangun Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59837/jpmba.v3i5.2702

Kebutuhan akan layanan internet yang berkualitas di desa semakin meningkat seiring dengan pemanfaatan teknologi informasi dalam aktivitas pelayanan publik dan promosi potensi lokal. Desa Ngantru, Kabupaten Tulungagung, telah memiliki jaringan internet desa, namun belum diimbangi dengan sistem manajemen pengguna yang efektif. Permasalahan ini menyebabkan penurunan kualitas layanan akibat akses yang tidak terkontrol oleh pihak luar. Kegiatan pengabdian masyarakat ini bertujuan untuk meningkatkan kapasitas pengelola jaringan melalui pelatihan sistem manajemen pengguna berbasis RADIUS yang terintegrasi dengan perangkat Mikrotik. Metode pelatihan dilakukan secara partisipatif melalui demonstrasi dan praktik langsung (hands-on), serta dievaluasi menggunakan instrumen kuesioner. Hasil pelatihan menunjukkan peningkatan pemahaman teknis peserta dalam mengelola akses pengguna, serta tanggapan positif terhadap materi, durasi, dan penyampaian pelatihan. Evaluasi kuesioner menunjukkan bahwa 100% peserta mendukung keberlanjutan program serupa. Kegiatan ini berhasil menjawab kebutuhan lokal dan dapat direplikasi di desa lain sebagai model pemberdayaan digital berbasis komunitas.

IDENTIFIKASI JENIS OPERASI DATA MANIPULATION LANGUAGE BERBASIS BILSTM PADA KALIMAT BERBAHASA INDONESIA Prasetya, Agung; Sari, Yayak Kartika; Iskandar, Joko; Ansor, Mohamad Khoirul
JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Vol 9, No 4 (2024)
Publisher : STKIP PGRI Tulungagung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29100/jipi.v9i4.8695

Text-to-SQL memungkingkan penggunaan bahasa alami untuk mendapatkan informasi dari database. Melalui pendekatan ini, pengguna non teknis tidak perlu memahami sintaks SQL untuk melakukan query database. Penelitian ini mengusulkan pendekatan berbasis Bidirectional Long Short-Term Memory (BiLSTM) untuk mengklasifikasikan jenis operasi Data Manipulation Language (DML), seperti SELECT, INSERT, UPDATE, dan DELETE, pada kalimat ber-bahasa Indonesia. Pendekatan dibangun dengan merepresentasikan kalimat sebagai urutan vektor kata menggunakan word embedding, lalu diproses oleh arsitektur BiLSTM untuk menangkap konteks sek-uensial dua arah. Dataset berisi 1600 kalimat dari tiga domain utama: pendidikan, e-commerce, dan layanan publik. Setiap kalimat telah dia-notasi sesuai dengan operasi DML yang terkandung. Hasil evaluasi menunjukkan bahwa model BiLSTM mencapai akurasi sebesar 93% dan F1-score sebesar 92%. Analisis per label mengungkapkan bahwa model sangat efektif mengenali operasi SELECT dan INSERT, namun sedikit kesulitan membedakan UPDATE dan DELETE. Penelitian ini menunjukkan bahwa pendekatan BiLSTM mampu mengklasifikasi-kan tipe DML secara efektif dan efisien dalam konteks bahasa Indo-nesia.

Pengembangan Website Sistem Persuratan Online Desa Tamban Menggunakan Framework Laravel dengan Metode Extreme Programming (XP) Turnandhi, Rohmat; Rozi, Fahrur; Ansor, Mohamad Khoirul
HORIZON: Indonesian Journal of Multidisciplinary Vol. 4 No. 3 (2026): HORIZON: Indonesian Journal of Multidisciplinary (In-Press)
Publisher : Lembaga Intelektual Muda (LIM) Maluku

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54373/hijm.v4i3.5458

This study focuses on the development of an online correspondence system website in Tamban Village with the aim of facilitating more effective and efficient access to and management of administrative correspondence services for the community, village officials, and administrators. The Extreme Programming (XP) method was used, which includes the phases of planning, design, coding, and testing. To ensure that the system met user requirements, data were collected through observation, interviews, and literature review, and then analyzed using qualitative and quantitative descriptive analysis techniques to evaluate system requirements and the results of system testing. The findings show that, through an iterative development approach involving system analysis, construction, and testing, the developed website was able to improve the effectiveness and efficiency of correspondence services. As a result, this online correspondence system can meet user needs, provide practical solutions for managing village administration, and help improve the quality of public services by making them more efficient, transparent, and structured. This study is limited by the fact that system testing was conducted on a limited scale and did not include in-depth cybersecurity testing, therefore, future research is recommended to develop more comprehensive security features and conduct system testing with a larger number of users.

Analisis Pengaruh Kebiasaan Pengguna Terhadap Efektivitas Desain Antarmuka Website Akademik Menggunakan Metode Heatmap Microsoft Clarity Taufiq Agung Cahyono; Joko Iskandar; Mohamad Khoirul Ansor
IDEALIS : InDonEsiA journaL Information System Vol. 9 No. 1 (2026): Jurnal IDEALIS Januari 2026
Publisher : Universitas Budi Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36080/idealis.v9i1.3691

Penelitian ini bertujuan untuk menganalisis pengaruh kebiasaan pengguna terhadap efektivitas desain antarmuka website akademik menggunakan metode Heatmap Microsoft Clarity. Penelitian sebelumnya umumnya masih berfokus pada pendekatan berbasis persepsi pengguna melalui kuesioner, sehingga belum sepenuhnya mampu merepresentasikan perilaku pengguna secara aktual dalam berinteraksi dengan website akademik. Obyek penelitian adalah website Program Studi Informatika Universitas Bhinneka PGRI (https://infubhi.my.id), dengan melibatkan 125 responden yang terdiri dari mahasiswa, dosen, dan tenaga kependidikan. Metode pengumpulan data dilakukan melalui observasi perilaku pengguna berbasis heatmap, penyebaran kuesioner dengan skala Likert 1–5, serta validasi hasil menggunakan wawancara mendalam. Penggunaan heatmap dalam penelitian ini berperan sebagai sumber data empiris non-persepsional yang merekam pola interaksi pengguna secara nyata, seperti klik dan aktivitas penelusuran halaman. Analisis data dilakukan dengan pendekatan Partial Least Squares (PLS) untuk menguji hubungan antarvariabel yang meliputi kebiasaan pengguna, desain antarmuka, dan efektivitas website. Hasil penelitian menunjukkan bahwa kebiasaan pengguna berpengaruh signifikan terhadap desain antarmuka, dan desain antarmuka berpengaruh signifikan terhadap efektivitas website, sedangkan kebiasaan pengguna tidak berpengaruh langsung terhadap efektivitas website. Dalam model penelitian ini, desain antarmuka diposisikan sebagai variabel mediasi yang menjembatani hubungan antara kebiasaan pengguna dan efektivitas website akademik. Temuan ini mengindikasikan bahwa peningkatan efektivitas website akademik lebih bergantung pada perbaikan desain antarmuka berbasis pola perilaku pengguna daripada sekadar intensitas penggunaan. Penelitian ini memberikan implikasi praktis bagi pengembang sistem informasi akademik untuk mengoptimalkan desain antarmuka berdasarkan data interaksi nyata pengguna.

Rule-Based SQL Grammar Validator Syahrul Fajar Laqsono; Agung Prasetya; Mohamad Khoirul Ansor
JURNAL TEKNOLOGI DAN OPEN SOURCE Vol. 9 No. 1 (2026): Jurnal Teknologi dan Open Source, June 2026
Publisher : Universitas Islam Kuantan Singingi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36378/jtos.v9i1.5474

This study addresses the growing need for reliable data access systems by focusing on the validation of SQL queries generated from natural language using a Text-to-SQL approach. The primary objective of this research is to evaluate the effectiveness of a rule-based SQL grammar validator in detecting syntactic errors and improving the overall quality of queries generated by Large Language Models (LLMs), particularly in the context of Indonesian language input. The research methodology follows a structured process, including literature review, dataset construction, system design, implementation, and performance evaluation. Two datasets were developed: one for validating the grammar checker using both valid and invalid SQL queries, and another for evaluating the Text-to-SQL system. The validator was implemented using a rule-based system with grammar defined in EBNF and executed using forward chaining inference. The results indicate that the system achieves high performance, with an accuracy of 0.909, precision of 0.857, recall of 1.000, and F1-score of 0.923. The validator successfully identifies common structural errors such as missing table references and incomplete JOIN clauses. However, some limitations remain in detecting more complex syntax patterns. Overall, the integration of the grammar checker significantly enhances the reliability of SQL query generation. In conclusion, the proposed system demonstrates strong effectiveness in syntax validation and contributes to improving the robustness of Text-to-SQL systems.

Pengembangan Website Sistem Persuratan Online Desa Tamban Menggunakan Framework Laravel dengan Metode Extreme Programming (XP) Rohmat Turnandhi; Fahrur Rozi; Mohamad Khoirul Ansor
HORIZON: Indonesian Journal of Multidisciplinary Vol. 4 No. 3 (2026): HORIZON: Indonesian Journal of Multidisciplinary
Publisher : Lembaga Intelektual Muda (LIM) Maluku

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54373/hijm.v4i3.5458

This study focuses on the development of an online correspondence system website in Tamban Village with the aim of facilitating more effective and efficient access to and management of administrative correspondence services for the community, village officials, and administrators. The Extreme Programming (XP) method was used, which includes the phases of planning, design, coding, and testing. To ensure that the system met user requirements, data were collected through observation, interviews, and literature review, and then analyzed using qualitative and quantitative descriptive analysis techniques to evaluate system requirements and the results of system testing. The findings show that, through an iterative development approach involving system analysis, construction, and testing, the developed website was able to improve the effectiveness and efficiency of correspondence services. As a result, this online correspondence system can meet user needs, provide practical solutions for managing village administration, and help improve the quality of public services by making them more efficient, transparent, and structured. This study is limited by the fact that system testing was conducted on a limited scale and did not include in-depth cybersecurity testing, therefore, future research is recommended to develop more comprehensive security features and conduct system testing with a larger number of users.

Penerapan Extreme Programming (XP) Dalam Website Sistem Informasi Desa Bersinar (Bersih Narkoba) di Kabupaten Tulungagung Mochamad Affan Sabilla Firdos; Taufiq Agung Cahyono; Mohamad Khoirul Ansor
HORIZON: Indonesian Journal of Multidisciplinary Vol. 4 No. 3 (2026): HORIZON: Indonesian Journal of Multidisciplinary
Publisher : Lembaga Intelektual Muda (LIM) Maluku

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54373/hijm.v4i3.5620

The Prevention, Eradication, Abuse, and Illicit Trafficking of Narcotics (P4GN) program through the BERSINAR Village in Tulungagung Regency still faces problems in the dissemination of information that tends to be conventional, unintegrated, and difficult for the public to access widely. This condition has an impact on the low reach of information, minimal public understanding, and limited public participation in supporting the P4GN program. This study aims to develop a BERSINAR Village information system website that functions as an integrated medium for delivering program information, a means of policy socialization, and public education regarding the dangers of narcotics and prevention efforts. The website development was carried out using the Extreme Programming (XP) method which includes the stages of planning, design, coding, and testing, with an emphasis on user involvement in each stage of development. System requirements data were collected through observation and interviews with relevant parties, then analyzed to determine the system's features and functionality. System testing was carried out using black box testing to ensure all functions run according to requirements. The results of the study indicate that the developed website is able to support more effective information delivery and has the potential to increase community participation in the BERSINAR Village program.

Rancang Bangun Sistem IoT untuk Monitoring Ketinggian Air Sungai Menggunakan NodeMCU dan Sensor Ultrasonik HC-SR04 Terintegrasi Website Darel Trescanaya; Yayak Kartika Sari; Mohamad Khoirul Ansor
HORIZON: Indonesian Journal of Multidisciplinary Vol. 4 No. 3 (2026): HORIZON: Indonesian Journal of Multidisciplinary
Publisher : Lembaga Intelektual Muda (LIM) Maluku

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54373/hijm.v4i3.5834

This study aims to design and build an Internet of Things (IoT)-based river water level monitoring system using NodeMCU ESP8266 and HC-SR04 ultrasonic sensor integrated with a website in Semarum Village, Durenan District, Trenggalek Regency. The system was developed using the Rapid Application Development (RAD) method with the Laravel framework and MySQL database. Data collection techniques include observation, interviews, literature studies, experiments, and documentation. Data analysis was carried out through functional testing of the system using Black Box Testing, sensor accuracy analysis using Mean Absolute Percentage Error (MAPE), and analysis of WhatsApp notification response time. The results showed that the system was able to read the water level automatically every minute, display data in real-time via the website, and send WhatsApp notifications automatically when alert or danger status. The results of Black Box Testing showed that all system features functioned well. Accuracy testing produced a MAPE value of 1.027% with an average accuracy rate of 98.97%, while WhatsApp notification testing showed a 100% success rate with an average delay of around 50 seconds. This system is equipped with three water condition indicators (SAFE, ALERT, and DANGER) as well as multi-user management features which are an added value compared to previous research.

Peningkatan Kompetensi Profesional Guru melalui Pelatihan Prompting Generative AI di SMP Tahfidz Modern Lubabul Fattah Mohamad Khoirul Ansor; Yayak Kartika Sari; Mochammad Ilham Aldi Wahyudi
Jurnal Masyarakat Madani Indonesia Vol. 5 No. 3 (2026): Agustus
Publisher : Alesha Media Digital

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59025/x1t9xh81

Kemajuan teknologi Artificial Intelligence (AI), khususnya generative AI, membuka peluang besar dalam meningkatkan kualitas pembelajaran dan efisiensi administrasi pendidikan. Namun, pemanfaatan teknologi ini di lingkungan sekolah berbasis pesantren masih sangat terbatas. Kegiatan pengabdian kepada masyarakat ini bertujuan meningkatkan kompetensi profesional guru SMP Tahfidz Modern Lubabul Fattah melalui pelatihan teknik prompting generative AI. Metode yang digunakan adalah Action-Oriented Reflective Training yang menggabungkan penyampaian konsep, praktik langsung, dan pendampingan implementasi. Sebanyak 27 dari 31 guru mengikuti pelatihan satu hari penuh pada Agustus 2025, dilanjutkan dengan tiga sesi pendampingan. Evaluasi dilakukan melalui instrumen pre-test dan post-test serta kuesioner kepuasan peserta. Hasil menunjukkan peningkatan pada seluruh aspek kompetensi, dengan skor rata-rata pre-test berkisar 2,0–3,2 meningkat menjadi 3,1–3,9 pada post-test. Sebesar 81% peserta menyatakan pelatihan sangat bermanfaat, dan 67% berminat mengikuti pelatihan lanjutan. Program ini memberikan kontribusi nyata dalam mendorong transformasi digital sekolah berbasis pesantren.

Pengembangan Sistem Informasi Tahfidzul Qur'an Berbasis Web Menggunakan Metode Agile Development Ahmad Rofi Rizaqi; Mohamad Khoirul Ansor; Yayak Kartika Sari
Jurnal ICT: Information Communication & Technology Vol. 26 No. 1 (2026): JICT-IKMI, July , 2026
Publisher : LPPM STMIK IKMI Cirebon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36054/jict-ikmi.v26i1.359

Pengelolaan data santri program Tahfidzul Qur'an di Pondok Pesantren Raudlatul Musthofa masih dilakukan secara manual menggunakan media kertas, sehingga menyebabkan proses administrasi tidak efisien, rentan kehilangan data, dan menyulitkan pemantauan perkembangan hafalan santri secara akurat dan terstruktur. Penelitian ini bertujuan mengembangkan Sistem Informasi Tahfidzul Qur'an berbasis web serta menganalisis hasil pengujian sistem yang dikembangkan. Sistem dibangun menggunakan PHP Native dan MySQL dengan metode Agile Development melalui tiga iterasi yang mencakup tahap perencanaan, perancangan, pembangunan, pengujian, implementasi, dan evaluasi. Iterasi pertama menghasilkan fitur login multi-user dan registrasi; iterasi kedua mengembangkan dashboard admin mencakup kelola data ustadz, santri, hafalan, ujian, dan cetak laporan; sedangkan iterasi ketiga mengembangkan dashboard ustadz beserta fitur input nilai hafalan, monitoring santri, lihat ujian, dan cetak laporan. Hasil Black Box Testing pada setiap iterasi menunjukkan seluruh skenario berstatus "Pass." Uji Validasi Kelayakan menggunakan skala Likert 5 poin dengan tiga validator menghasilkan rata-rata total validasi (RTV) sebesar 4,48 yang termasuk kategori "Sangat Layak." Sistem ini dinyatakan layak diimplementasikan dan terbukti mampu meningkatkan efisiensi pengelolaan data tahfidz di Pondok Pesantren Raudlatul Musthofa.

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