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All Journal PROCESSOR Jurnal Ilmiah Sistem Informasi, Teknologi Informasi dan Sistem Komputer QOF: Jurnal Studi Al-Qur'an dan Tafsir
Barokah, Laelatul
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Religion Computer Science & IT Social Sciences

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Penerapan Algoritma K-Means Clustering Untuk Pengelompokkan Penyebaran Diare Di Kabupaten Brebes Barokah, Laelatul; Lorenza, Fadiya Olivia; Fitri Ayuning Tyas
Jurnal PROCESSOR Vol 20 No 1 (2025): Jurnal Processor
Publisher : LPPM Universitas Dinamika Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33998/processor.2025.20.1.2050

Abstract

Diarrhea is one of the leading causes of child mortality globally, including in Brebes Regency, Indonesia. This study aims to analyze the pattern of diarrhea spread in Brebes Regency using the K-Means algorithm based on the Knowledge Discovery in Databases (KDD) approach. The data used include the number of diarrhea cases and the area of subdistricts in 2021. The research process includes stages of data Selection, Preprocessing, Transformation, Data Mining and Evaluation of Clustering results using the Davies Bouldin Index (DBI). The analysis was conducted with RapidMiner to group regions into three clusters based on the level of diarrhea spread: high, medium and low. The results showed that the high cluster included Bantarkawung Subdistrict with 4,125 cases, while the medium and low clusters covered other subdistricts with varying case numbers. The evaluation showed a DBI value of -0.318, indicating that the clustering quality needs improvement. This study provides insights into the distribution of diarrhea in Brebes Regency, which can assist local governments in designing more effective handling strategies. Further research is recommended to improve data structure, use additional analytical methods, and consider broader data to enhance result accuracy.
Patriarchal Bias in the Interpretation of Verses on Interfaith Marriage: A Historical-Linguistic Study by Aksin Wijaya Haitomi, Faisal; Aji, Essyarovis Lutfiantoro; Barokah, Laelatul
QOF Vol. 7 No. 1 (2023)
Publisher : Institut Agama Islam Negeri (IAIN) Keiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30762/qof.v7i1.908

Abstract

This article is presented with the aim of re-describing Aksin Wijaya's interpretation of the interfaith marriage verse. This research is driven by the assumption of a strong patriarchal cultural influence in the interpretation process. This is further supported by the existence of a fatwa stating that a Muslim man is allowed to marry a woman from the People of the Book, but the reverse does not apply to women. Additionally, the narrowing and expanding of meanings when interpreting the above verse are also strong reasons for prioritizing this research. The author utilizes historical linguistic analysis as the research method. In simple terms, historical analysis is used to establish the Quranic verse as a social fact, while linguistics will examine the sentence structure and diction used in the Quran. This research concludes that interfaith marriage, according to Aksin Wijaya, is a historically rooted problem, and therefore, the established rules are also dynamic, depending on the social conditions in which the verse is interpreted.
Co-Authors Aji, Essyarovis Lutfiantoro Faisal Haitomi Fitri Ayuning Tyas Lorenza, Fadiya Olivia