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Penerapan Support Vector Machine (SVM) Untuk Klasifikasi Sentimen E-Tilang Pada Twitter Prayuda, Tegar Dwi; Dasuki, Moh.; Amiri, Yusril Izzi Arlisa
IPTEQ Vol 6, No 2 (2024): JASIE
Publisher : Universitas Muhammadiyah Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32528/jasie.v6i2.22329

Abstract

E-Tilang sebuah inovasi penegak hukum di bidang lalu lintas yang berbasis teknologi yang menggunakan perangkat elektronik seperti kamera pengawas close circuit television (CCTV) yang mampu merekam kejadian dan mendeteksi plat nomor kendaraan sebagai barang bukti. Atas kebijakan tersebut banyak masyarakat yang belum begitu bijak dalam menyikapi penerapan kemajuan teknologi yaitu E-Tilang. Hal ini di tandai adanya berbagai opini oleh para pengguna twitter tentang E-Tilang yang terdiri berbagai macam ada yang pro maupun kontra. Twitter merupakan sarana yang efektif dalam menampung opini pengguna transportasi. Metode yang di usulkan pada peneltian ini menggunakan ­Support Vector Machine (SVM). Data set yang digunakan dalam penelitian ini adalah tweet dengan bahasa indonesia dengan keyword E-Tilang dan di dapatkan data set sebanyak 400 tweet dan 756 tweet. Hasil dari penelitian analisis sentimen E-Tilang menggunakan klasifikasi Support Vector Machine (SVM) dan ektrasi fitur TF-IDF, dengan 250 dataset di dapatkan akurasi 64%, presisi 65%, recall 80% dan menggunakan 590 dataset di dapatkan akurasi 70%, presisi 71%, recall 96%.
Domination Numbers in Graphs Resulting from Shackle Operations with Linkage of any Graph Saifudin, Ilham; Widiyaningtyas, Triyanna; Rhomdani, Rohmad Wahid; Dasuki, Moh.
JTAM (Jurnal Teori dan Aplikasi Matematika) Vol 8, No 2 (2024): April
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jtam.v8i2.19675

Abstract

The domination number is the number of dominating nodes in a graph that can dominate the surrounding connected nodes with a minimum number of dominating nodes. This domini number is denoted by γ(G). In this research, we will examine the domination number of the distance between two graphs resulting from the shackle operation with any graph as linkage. This differs from previous research, namely the domination of numbers at one and two distances. This study emphasizes how the results of operations on the shackle are connected to the shackle graph as any graph connects the copy. Any graph here means all graphs are connected and generally accepted. The method used in this research is pattern recognition and axiomatic deductive methods. The pattern detection method examines patterns where a graph's number of dominating points can dominate the connected points around it with a minimum number of dominating nodes. Meanwhile, axiomatic deductive is a research method that uses the principles of deductive proof that apply to mathematical logic by using existing axioms or theorems to solve a problem. The Result of graph S_n with t copies and S_m as linkage, then the two-distance domination number in the graph resulting from the shackle operation is γ_2 (Shack(S_n,S_m,t) )=t-1; graph S_n with t copies and C_m as linkage, then the two-distance domination number in the graph resulting from the shackle operation is γ_2 (Shack(S_n,C_m,t) )={■(t,for 3≤m≤6@⌈n/5⌉(t-1),for m≥7)┤; graph C_n with t copies and S_m as linkage, then the two-distance domination number in the graph resulting from the shackle operation isγ_2 (Shack(C_n,S_m,t) )={■(t-1,for n=3@t,for 4≤n≤5@⌈n/5⌉t,for n≥6)┤ This research provides benefits and adds to research results in the field of graph theory specialization of two-distance domination numbers in the result graph of shackle operation with linkage any graph.
PENERAPAN METODE SINGLE EXPONENTIAL SMOOTHING SEBAGAI PENDUKUNG KEPUTUSAN PERAMALAN PENJUALAN KRUPUK Ichsan, Fahmi Wildanil; Dasuki, Moh.; Al Faruq, Habibatul Azizah
IPTEQ Vol 4, No 1 (2022): JASIE
Publisher : Universitas Muhammadiyah Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32528/jasie.v4i1.13540

Abstract

Peramalan merupakan bagian awal dari suatu proses pengambilan suatu keputusan. Sebelum melakukan peramalan harus diketahui terlebih dahulu apa sebenarnya persoalan dalam pengambilan keputusan itu. UD. Syam Jaya belum mempunyai sistem aplikasi untuk memprediksi penjualan komputer, jadi untuk memudahkan mengetahui prediksi penjualan, perusahaan dapat menggunakan sistem aplikasi dengan otomatis tanpa menghitung penjualan dengan perhitungan manual. Motede Single Exponential Smoothing adalah metode peramalan rata-rata bergerak dengan pembobotan dimana data diberi bobot oleh sebuah fungsi exponential. Exponential smoothing merupakan suatu prosedur yang secara terus menerus memperbaiki peramalan dengan rata – rata nilai masa lalu dari suatu data berurutan waktu dengan cara menurun. data penjualan dari bulan Januari 2017 s/d 2021, sehingga menghasilkan akurasi penjualan krupuk yang ada di  UD Syam Jaya krupuk pentol 19.73 %, krupuk babebo 19.57% dan krupuk mawar sebesar 19.03%. Hasil dari peramalan tersebut dapat digunakan untuk menentukan produksi di bulan selanjutnya
The Implementation of the Tahsin Binnadhor Method in Quranic Education at an Islamic Boarding School Aditya, D. Irza; Dasuki, Moh.; Haruna, Haruna Abu Bakar
IJIBS Vol. 2 No. 2 (2024): International Journal of Islamic Boarding School
Publisher : LP2M UIN Kiai Haji Achmad Siddiq Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35719/ijibs.v2i2.48

Abstract

Implementing the Tahsin Binnadhor method in Qur'anic learning has become a critical issue amidst the need to improve the quality of Qur'anic recitation according to tajwid and tartil principles, particularly in Islamic boarding schools (pesantren). Previous studies have discussed various approaches to Qur'anic learning but have yet to explore the application of the Tahsin Binnadhor method at Pesantren Hubbul Qur'an Yassalam, especially in systematically and comprehensively building reading competencies. This study aims to examine the application of the Tahsin Binnadhor method in improving Qur'anic reading skills at Pesantren Hubbul Qur'an Yassalam, Jombang, East Java. A qualitative approach with a case study method was employed. Data were collected through in-depth interviews, direct observations, and document analysis related to the Qur'anic learning process at the pesantren. The data were analyzed using descriptive-analytical techniques to identify patterns and the effectiveness of the applied method. The findings reveal that the Tahsin Binnadhor method significantly enhances the accuracy of students' recitation in line with tajwid rules and facilitates a more structured learning process. Additionally, integrating this method with traditional pesantren approaches creates a compelling and adaptive learning environment that meets students' needs. In conclusion, implementing the Tahsin Binnadhor method significantly contributes to Qur'anic learning in pesantren, making it a relevant model for similar contexts. This study recommends further development of the process to strengthen its implementation across various pesantren.
Teaching Arabic Using the Language Immersion Method at University: Approaches and Implementation Soleha, Siti; Agustin, Berlian Nestya; Huda, Mokhammad Miftakhul; Abdullahi, Zakariyya Muhammad; Dasuki, Moh.; Qomari, Nur
Al-Wasil Vol. 2 No. 2 (2024): December
Publisher : Program Studi Pendidikan Bahasa Arab, Fakultas Tarbiyah, IAIN Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30762/alwasil.v2i2.3930

Abstract

Teaching Arabic in Indonesia often challenges fostering practical language skills, particularly at Islamic boarding schools (pesantren) and universities. The Language Immersion method, which involves intensively using the target language in natural situations, offers an appealing alternative to enhance Arabic proficiency. While several studies have discussed this method, there remains a gap in its systematic application in academic settings. This study aims to explore the approach and implementation of the Language Immersion method in Arabic teaching at UIN Kiai Haji Achmad Siddiq Jember. It employs a qualitative approach with a case study design. The research locus is the Arabic Language Education Program at UIN Kiai Haji Achmad Siddiq Jember, with lecturers and students as subjects. Data were collected through in-depth interviews, classroom observations, and documentation. Data analysis was conducted using data reduction, presentation, and conclusion-drawing techniques. The findings reveal that the language immersion method significantly improves Arabic students' speaking, reading, and listening skills. Through discussions, role-playing, and presentations, students learn contextually. However, challenges such as lecturer consistency, limited resources, and the need for Arabic-speaking environments outside the classroom must be addressed for optimal results.
PEMBERDAYAAN PELAKU INDUSTRI RUMAH TANGGA (IRT) MELALUI INOVASI PEMBUATAN KOREAN STRAWBERRY MILK DAN PEMASARAN PRODUKSI BERBASIS DIGITAL MARKETING Rahman, Miftahur; Zakiyyah, Amalina Maryam; Dasuki, Moh.; Umilasari, Reni; Abdurrahman, Ginanjar
Community Development Journal : Jurnal Pengabdian Masyarakat Vol. 5 No. 2 (2024): Volume 5 No. 2 Tahun 2024
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/cdj.v5i2.26826

Abstract

Kegiatan PKM ini dilakukan di Dusun Sumbergebang RT 002/RW 013 Desa Langkap Kecamatan Bangsalsari, dimana penduduk di daerah tersebut kebanyakan bekerja sebagai petani, selain mayoritas berprofesi sebagai petani, warga dusun sumber gebang juga memiliki bermacam usaha, seperti usaha produksi camilan, peternakan ayam, produksi mebeul, dan usaha warung sembako. Namun, tidak mungkin jika seluruh masyarakat di daerah tersebut melakukan usaha yang sama. Oleh karena itu, Tim PKM berinisiatif untuk melakukan pendampingan atau pelatihan untuk memulai melakukan usaha dan membetuk kelompok usaha. Usaha yang akan dikembangkan adalah usaha berskala Industri Rumah Tangga (IRT) atau home industry. Usulan produk yang akan dikembangkan adalah korean strawberry milk minuman sehat kaya manfaat dan mengandung banyak vitamin. Langkah penyelesaian kegiatan pengabdian ini adalah diawali dengan Tahap Persiapan, Pembentukan kelompok pelaku usaha skala Industri Ibu Rumah Tangga (IRT), Pelatihan dan pendampingan pada masyarakat untuk melakukan usaha kreatif dan inovatif, Pelatihan pembuatan minuman korean strawberry milk sebagai inovasi produksi, dan Pelatihan pemasaran produk berbasis digital marketing melalui media sosial. Hasil dari kegiatan pengabdian ini adalah terbentuknya kelompok usaha rumahan, pengetahuan tentang usaha kreatif yang menghasilkan produk inovatif, pengetahuan branding dan pengemasan, serta pengetahuan digital marketing.
Strategic Utilization of Islamic Philanthropy in Education Financing: An Investigation into Orphan Empowerment Junita, Siti; Dasuki, Moh.; Al-Haj, Zainuddin
MANAGERIA: Jurnal Manajemen Pendidikan Islam Vol. 8 No. 1 (2023)
Publisher : Prodi Manajemen Pendidikan Islam FITK UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14421/manageria.81-03

Abstract

This research investigates the strategic utilization of Islamic philanthropy for financing education, focusing specifically on its role in empowering orphans. It explores the Foundation of Self-Determined Owners of Banyuwangi's application of zakat and the waqf-based educational justice instrument in Vocational High School Nurut Taqwa.  The study adopts a descriptive qualitative approach and includes observation, interviews, and document analysis to collect data. The findings demonstrate the efficient use of Islamic philanthropy in providing free education and support for orphans and underprivileged individuals. The school's structured financing approach, leveraging immovable and mobile waqf supplemented by various sources, ensures transparency and accountability. This research provides valuable insights into the strategic use of Islamic philanthropy in education financing and its potential for empowering marginalized individuals. It also highlights the need for future studies to assess the model's applicability in different settings and its potential scalability.
The Concept of Children’s Moral Education in Akhlaq lil Banin by Umar bin Ahmad Baraja: A Critical Analysis of Moral Disruption in the Digital Era Rozi, Fathur; Dasuki, Moh.
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 02 (2026): Volume 11 Nomor 02, Juni 2026 Published
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i02.45520

Abstract

This study aims to critically analyze the concept of children’s moral education in Akhlaq lil Banin by Umar bin Ahmad Baraja and examine its relevance in addressing moral disruption in the digital era. This research employs a qualitative library research design using content analysis to interpret moral values embedded in the text and relate them to contemporary digital challenges. The findings reveal that moral education in Akhlaq lil Banin is structured into five integrative dimensions: personal, filial, educational, social, and environmental morality. These dimensions emphasize internal self-regulation, ethical relationships, and social responsibility as the foundation of character formation. Furthermore, the study finds that these classical moral values remain highly relevant in responding to current issues such as digital addiction, ethical degradation in online communication, and the weakening of moral authority. However, a conceptual gap is identified between classical frameworks and the complexities of digital life, necessitating contextual reinterpretation. This study contributes by proposing an integrative and adaptive model of moral education that bridges classical Islamic values with digital literacy. The findings highlight the importance of contextualizing moral education to ensure its relevance in shaping ethically grounded generations in the digital age.
Pengembangan Web Scraper Menggunakan Algoritma DFS Untuk Analisis Penyusupan Situs Judi Online Pada Domain AC.ID, GO.ID, MY.ID, .ID, Dan SCH.ID Ramadhan, Angga Rizki; Dasuki, Moh.; Muharom, Lutfi Ali
Computer Science and Information Technology Vol 7 No 1 (2026): Jurnal Computer Science and Information Technology (CoSciTech)
Publisher : Universitas Muhammadiyah Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/coscitech.v7i1.10910

Abstract

The infiltration of online gambling into official domains such as ac.id, go.id, my.id, .id, and sch.id has become a serious issue because it can damage institutional reputation, disrupt information security, and reduce public trust. One of the common objectives of this infiltration practice is to boost the SEO ranking of the gambling sites by exploiting the authority of official domains. This research aims to develop a web scraper using the Depth First Search DFS algorithm capable of performing deep traversal on website structures and automatically analyzing the infiltration of online gambling links. The system conducts crawling, extraction of html elements containing gambling-related links, text analysis, and keyword pattern matching. Testing was carried out in several stages, starting with an initial evaluation on 40 domains followed by a formal accuracy test on 50 domains. The results show that the system performs stably and consistently when conducting traversal using DFS. The achieved accuracy reached 98%, with 49 correct analyses and 1 detection error. Further evaluation on an additional 60 domains increased the accuracy to 98,33% after improvements were applied to the analysis module.
Design and Implementation of a Web-Based Mobile Phone Sales Forecasting Application Using the Single Exponential Smoothing Method Putra, Aldho Chahya Vinada; Dasuki, Moh.; Qodariyah Fitriyah, Nur
Smart Techno (Smart Technology, Informatics and Technopreneurship) Article in Press
Publisher : Primakara University

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

This study was conducted to address the inventory management issues at iCare Apple Store, where mobile phone stock planning has traditionally relied on estimation, leading to the risk of both stock shortages and overstocking. The objective of this study was to design and implement a web-based mobile phone sales forecasting application using the Single Exponential Smoothing (SES) method. The dataset consisted of monthly sales data for the iPhone XR and iPhone XS from January 2021 to December 2024. The forecasting process was performed by testing alpha values ranging from 0.1 to 0.9, while forecasting accuracy was evaluated using the Mean Absolute Percentage Error (MAPE). The results indicated that the optimal alpha value for the iPhone XR was 0.1, yielding a MAPE of 27.04% and a forecast of 11.45 units, which was rounded to 11 units. For the iPhone XS, the forecasting model produced a MAPE of 52.33% with a forecast of 2.45 units, rounded to 2 units. These findings demonstrate that the Single Exponential Smoothing method can be effectively implemented in a web-based application and can support decision-making in determining appropriate inventory levels for subsequent periods.