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PENERAPAN METODE K-MEANS CLUSTERING UNTUK STOK PENJUALAN SPAREPART SEPEDA MOTOR Akbar Firdaus; Sriani Sriani; Ali Darta
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 8 No. 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4792

Abstract

 Abstract: Availability of motorcycle spare parts in CV. Solid Mandiri Cemerlang must be monitored to avoid product shortages. The problem that occurs in reporting regarding Most of the items purchased by Most of the customers is under control. Processing incoming and outgoing goods that are not processed by the system requires goods management techniques. The more complete the types of spare parts, customer needs will be met. The collection of available spare parts will be divided into several groups to get the spare parts that customers have purchased the most for each transaction. Data mining is sourced from raw database. This causes problems in databases which tend to be dynamic, complete and large. The K-means Clustering algorithm is capable and effective for finding clusters in data. This calculation will determine the number of clusters at the calculation center and the maximum iteration of data that has been entered into the system. The purpose of implementing the K-means algorithm is to find the value of the goods purchased by the majority of customers so that it makes it easier to provide spare parts. The results of the k-means calculation: C1 (high) has 9 items, C2 (low) has 1 items. Keyword: Motorcycle Parts, K-Means, Cluster Abstrak: Ketersediaan suku cadang sepeda motor di CV. Solid Mitra Cemerlang harus dimonitor untuk menghindari kekosongan barang. Masalah yang terjadi dalam pelaporan mengenai Sebagian besar barang yang dibeli oleh Sebagian besar pelanggan menjadi kendali. Mengolah barang masuk dan keluar yang tidak diproses dengan sistem membutuhkan teknik mengelola barang. Semakin lengkap jenis-jenis suku cadang, kebutuhan pelanggan akan terpenuhi. Pengumpulan suku cadang yang tersedia akan dibagi menjadi beberapa kelompok untuk mendapatkan suku cadang yang paling banyak dibeli pelanggan untuk setiap transaksi. Penambangan data bersumber dari basis data mentah. Hal ini menyebabkan masalah dalam database yang cenderung dinamis, lengkap dan besar. Algoritma K-means Clustering mampu dan efektif untuk menemukan cluster dalam data. Pada perhitungan ini akan menentukan jumlah cluster pada pusat perhitungan dan iterasi maksimum data yang telah dimasukkan kedalam sistem. Tujuan dari penerapan algoritma K-means adalah untuk menemukan nilai dari barang yang dibeli oleh Sebagian besar pelanggan sehingga memudahkan untuk menyediakan suku cadang. Hasil perhitungan k-means: C1 (tinggi) ada 9 barang, C2 (rendah) ada 1 barang. Kata kunci: Suku Cadang Sepeda Motor, K-Means, Cluster 
Verse Analysis on Water and Flood and Environmental Implementation in Disaster Mitigation in Aceh Tamiang, North Sumatra Mustofa Dzikri Lubis; Ali Darta
International Journal of Education, Language, and Social Science Vol. 4 No. 2 (2026): International Journal of Education, Language and Social Science (IJELaSS) (in p
Publisher : Darul Ilmi Bina Insan Foundation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62612/ijelass.v4i2.105

Abstract

Flooding in Aceh Tamiang Regency is influenced by geographical conditions, rainfall, land-use change, river sedimentation, settlements in hazard-prone areas, and community behaviors that reduce environmental carrying capacity. This study aims to analyze the ecological meaning of Qur'an Surah Ar-Rum verse 41, identify flood risk factors, and formulate its implementation within community-based disaster mitigation. This study employed a descriptive qualitative method using a thematic interpretation approach. Data were collected through semi-structured interviews with six informants, observations, and documentation, and were analyzed using the Miles and Huberman model, including data reduction, data display, and conclusion drawing, while validity was ensured through source and technique triangulation. The findings reveal that the concept of fasad encompasses ecological, social, and governance degradation caused by human actions. Land-use conversion, the decline of water infiltration areas, settlements along riverbanks, low levels of community preparedness, and weak risk communication exacerbate flood risk. The implementation of the values embodied in Qur'an Surah Ar-Rum verse 41 is formulated through ecological prevention, enhanced preparedness, strengthened risk communication, and community collaboration in disaster mitigation. The scientific contribution of this study lies in the development of a flood mitigation model grounded in the ecological values of Qur'an Surah Ar-Rum verse 41, integrating religious, ecological, and community participation perspectives within a community-based disaster mitigation framework. Future studies should evaluate the effectiveness of this model using spatial and hydrological approaches across broader flood-prone areas.
Konsep Tabayyun dalam QS. Al-Hujurat Ayat 6 dan Relevansinya terhadap Fenomena Hoaks, Deepfake, dan Disinformasi di Media Sosial Fani Aqila; Ali Darta
Ta’wiluna: Jurnal Ilmu Al-Qur'an, Tafsir dan Pemikiran Islam Vol. 7 No. 2 (2026): Ta’wiluna: Jurnal Ilmu Al-Qur’an, Tafsir dan Pemikiran Islam
Publisher : Lembaga Penelitian, Penerbitan dan Pengabdian kepada Masyarakat (LP3M) IAIFA Kediri

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

Abstract

This study aims to analyze the concept of tabayyun in Qur'an Surah Al-Hujurat [49]: 6 through a comparative examination of the interpretations of M. Quraish Shihab, Wahbah al-Zuhaili, and Sayyid Qutb and to examine its relevance as an ethical framework for information verification on social media. This qualitative study employs library research with a descriptive-analytical design. The data were analyzed using content analysis with an interpretive-comparative approach to three Qur'anic commentaries and relevant literature on hoaxes, deepfakes, and disinformation. The findings show that the three commentators position tabayyun as a principle of verifying information before accepting it or using it as a basis for action, although they emphasize different dimensions. Quraish Shihab emphasizes source validity and the epistemic dimension, al-Zuhaili emphasizes prudence and the prevention of harm, while Sayyid Qutb emphasizes social responsibility and the preservation of social cohesion. Their synthesis produces verification principles consisting of examining source credibility, clarifying content and context, comparing information with reliable sources, exercising caution, and assuming responsibility for information dissemination. These findings demonstrate that tabayyun can be developed as an ethical framework for Islamic digital literacy in addressing hoaxes, deepfakes, and disinformation.