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Comparative Analysis Performance of K-Nearest Neighbor Algorithm and Adaptive Boosting on the Prediction of Non-Cash Food Aid Recipients Yustikasari, Yusi; Mubarok, Husni; Rianto, Rianto
Scientific Journal of Informatics Vol 9, No 2 (2022): November 2022
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v9i2.32369

Abstract

Purpose: The implementation of this manual system is considered less accurate in obtaining the results of social assistance recipients. From these problems to overcome this problem, systematic calculations are needed. In processing data, a model is needed that can explain the data with its application, so a machine learning model is made that can help process the data.Methods: This study's classification of non-cash food social assistance receipts uses the K-Nearest Neighbor and Adaptive Boosting algorithms. This study will compare the performance of the two algorithms.Result: The results obtained for Adaptive Boosting are the best classification results with a maximum accuracy of 100% and produce a high AUC value of 1.0. In comparison, the ROC curve for the K-Nearest Neighbor algorithm produces an accuracy of 96% with an AUC value of 0.94.Novelty: ROC curves in the two algorithms are good classification results because the two graphs cross above the diagonal line and produce an AUC value included in the Excellent classification.
Peran Guru dalam Meningkatkan Karakter Disiplin Peserta Didik di SD Darul Hikam Mubarok, Husni; Agustina, Erika; Mahya, Mazieda Salsabiela Bihar; Atho’illah, Abdul Halim; Rachma, Nisrina Aulia; Zuliana, Nila
TSAQOFAH Vol 2 No 4 (2022): JULI
Publisher : Lembaga Yasin AlSys

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (427.894 KB) | DOI: 10.58578/tsaqofah.v2i4.427

Abstract

Teachers are the most important part in the world of education. These components are needed in the process of formal and non-formal education. The role of the teacher in improving the character of students must be optimized, especially in terms of the character of discipline, so that in the future it can make students able to complete their school assignments well. The purpose of this research is to describe the teacher's role in improving the disciplined character of students in the Darul Hikam Elementary School in Bandung. This research method uses a descriptive qualitative approach, the informants are taken through snowball sampling technique. The data collection uses observation, interviews and documentation techniques. Data analysis techniques researchers use data reduction, data presentation, drawing conclusions or verification. In this study it can be concluded that the role of teachers in SD Darul Hikam Bandung in improving the character of discipline, namely: Teachers as educators, teachers as initiators and teachers as correctors.
Peningkatan Karakter Religius melalui Program Taqwa Character Building di SD Darul Hikam Bandung Mubarok, Husni; Nikhlah, Sailin; Waroah, Lina Ulatul; Agustin, Annisa’ Qothrunnada; Alwi, Ahmad Akhsan; Himmah, Ihda Rifatul
TSAQOFAH Vol 2 No 4 (2022): JULI
Publisher : Lembaga Yasin AlSys

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (598.298 KB) | DOI: 10.58578/tsaqofah.v2i4.447

Abstract

Man was created by Allah as a caliph because he has many gifts that other creatures have and do not have, it becomes a privilege and brings him to glory and happiness. Character is what distinguishes humans from animals. Humans can be called people who have strong characters and both individually and socially when they have good morals, morals, and character. The Taqwa Character Building program is used by researchers as a program to strengthen character education in schools which is thus related to student character or behavior. . In this TCB program there are three program structures starting from planning, process, and results, which later this program will be linked whether it can build students' morals or not. Darul Hikam's typical curriculum is one of Taqwa Character Building. Taqwa Character Building literally means building student character. SD Darul Hikam is one of the leading schools in Bandung which will become a postgraduate school through a long process with the initial stages of testing and development in the fields of human resources, facilities and infrastructure, infrastructure, environment, academic culture. Religious character is a person's special personality as a differentiator. between individuals with one another and obediently carry out the teachings of their religion. The 7 values of TCB are (sincere, patient, trustworthy, disciplined, caring, intelligent, and sincere) as the focus of character building for students whose goal is that students have the character of piety, namely obedient prayer.
Modal Sosial sebagai Benih Perdamaian: Interaksi Kolaboratif Penduduk Muslim dan Penganut Sunda Wiwitan di Cimahi, Jawa Barat Mubarok, Husni
ISLAM NUSANTARA:Journal for the Study of Islamic History and Culture Vol. 4 No. 2 (2023): Islam Nusantara Journal for the Study of Islamic History and Culture
Publisher : Faculty of Islam Nusantara University of Nahdlatul Ulama Indonesia (UNUSIA) Jakarta.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47776/islamnusantara.v4i2.701

Abstract

Dalam banyak literatur, relasi antara agama dunia dan agama leluhur dala kerangka konflik. Tulisan ini menaruh perhatian pada pengalaman positif relasi antara penganut agama Islam dan Sunda Wiwitan. Da,am satu decade terakhir, acara seren taun, acara tahunan komunitas Sunda Wiwitan, mendapat dukungan komunitas Muslim. Studi ini menggali pengalaman interaksi penganut Islam dan Sunda Wiwitan di Kampung Cireundeu, Kota Cimahi, Jawa Barat. Menggunakan pendekatan kualitatif, yang mana pengumpulan data menggunakan wawancara dan observasi, menemukan bahwa praktik baik relasi penganut Muslim dan Sunda Wiwitan tersebut dipengaruhi oleh modal sosial yang sudah tertanam lama di kampung tersebut. Bonding di dalam masing-masing komunitas cukup kuat sehingga tidak sulit bagi mereka untuk membangun jembatan komunikasi dan kolaborasi dalam kehidupan sehari-hari. Interaksi produktif tersebut memungkinkan relasi dengan pemerintah juga semakin mudah dan produktif.
Analisis Malware Ahmyth pada Platform Android Menggunakan Metode Reverse Engineering Widiyasono, Nur; Mubarok, Husni; Fatwa MF, Agung
Generation Journal Vol 6 No 2 (2022): Generation Journal
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/gj.v6i2.17749

Abstract

Android is the most widely used operating system in the world with a percentage of 74.82% in the Android operating system market share. This fact makes malicious software (malware) developers make mobile phone users with the Android operating system the main target for malware attacks. Attackers can change the application code by entering malicious code, repackaging the application, and publishing the application on the android application market. This study aims to find out how the malware that has been inserted into the android application works by using dynamic analysis and extracting the dangerous licenses used by the ahmyth malware by using reverse engineering techniques. The results of the analysis show that the ahmyth malware will run its service after the device restarts and waits for commands from the C&C server to perform certain actions on the infected device.
Kajian Filosofi pada Gapura Alun-alun Pemda Subang Jawa Barat Mubarok, Husni
MESA (Teknik Mesin, Teknik Elektro, Teknik Sipil, Teknik Arsitektur) Vol. 8 No. 1 (2024): MESA (Teknik Mesin, Teknik Elektro, Teknik Sipil, Teknik Arsitektur)
Publisher : FAKULTAS TEKNIK UNIVERSITAS SUBANG

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35569/ftk.v8i1.1973

Abstract

Keberadaan alun-alun akan sangat penting artinya ketika makna dan tujuan pembangunannya dapat terpenuhi. Berbagai nilai terkumpul pada setiap elemen yang terbangun, mulai dari nilai historis, politis,estetis, sosial dan budaya hingga filosofis. Kajian ini membahas konsep alun-alun Pemda Subang yang mulai direncanakan pada tahun 2022. Pembahasannya berfokus pada gapura alun-alun yang menjadi etalase dan landmark alun-alun Subang yang memiliki ciri khas serta nilai filosofis. Hal ini bertujuan untuk mengetahui lebih dalam terkait konsep bangunan gapura alun-alun tersebut. Adapun metode penelitian ini menggunakan metode deskriptif dengan pendekatan kualitatif, hasilnya diharapkan dapat memberi informasi dan inspirasi terkait gapura alun-alun, dan bukan hanya sekedar nilai estetis saja tapi juga nilai filosofisnya.
Mobile Learning to Improve Student Collaborative Skills: An Alternative to Online Learning in the Era of Covid-19 Pandemic Dwikoranto, D.; Setiani, Rahyu; Prahani, Binar Kurnia; Mubarok, Husni
Jurnal Penelitian dan Pengkajian Ilmu Pendidikan: e-Saintika Vol. 4 No. 3: November 2020
Publisher : Lembaga Penelitian dan Pemberdayaan Masyarakat (LITPAM)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36312/e-saintika.v4i3.314

Abstract

This research aimed to produce a valid and effective mobile learning model and tools as an alternative to online learning solutions in the era of the Covid-19 pandemic. The tutorial tools are: tutorial activity design, tutorial activity unit, student activity sheet, and collaborative ability test. The trial design used a Pre-Experiment with a one group pre-test and post-test design. The research subject was the Pre-service Primary Teachers (PPTs) programming the elementary concept science course for the registration period of 2020. The data collection instruments included: (1) tutorial tool validity assessment sheet and (2) collaborative ability test. The research data were in the form of pre-test scores and post-test scores after going through a series of prerequisite tests: normality test and homogeneity test which were then analyzed using paired t-test. The mean level of improvement in the pre-test and post-test scores were calculated using the gain score. The results showed that: (1) the development of mobile learning which was included in the content and construct in the valid category, and supported by tutorial tools was included in the valid category and (2) the developed mobile learning was included in the effective category because of the significant increase in student collaborative abilities in limited trials and extensive trials in moderate criteria and students respond positively to the tools and tutorial processes. Based on the results above, it can be concluded that the development of mobile learning was valid and effective to improve student collaborative abilities.
The Impact of Guided-Discovery-Learning Model on Students' Conceptual Understanding and Critical Thinking Skills Muhali, Muhali; Prahani, Binar Kurnia; Mubarok, Husni; Kurnia, Nova; Asy’ari, Muhammad
Jurnal Penelitian dan Pengkajian Ilmu Pendidikan: e-Saintika Vol. 5 No. 3: November 2021
Publisher : Lembaga Penelitian dan Pemberdayaan Masyarakat (LITPAM)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36312/esaintika.v5i3.581

Abstract

The current study describes how the guided-discovery-learning model impacts students' conceptual understanding (SCU) and students’ critical thinking skills (SCTS) on the topic of solubility. The quasi-experimental research with a posttest-only nonequivalent control group design was used in this study. The experimental group (45 students) and the control group (47 students) were selected by the saturated sampling technique. Data on SCU was collected using an objective true false test instrument with correction/proofing, while data on critical thinking skills was collected using an essay test instrument. The research data were analyzed descriptively and statistically (Mann-Whitney U). The research found the SCU (mean= 81.51 vs. mean= 72.81) and SCTS (mean= 70.46 vs. mean= 58.43) in the experimental group was better than the control group, both descriptively and statistically (p < 0.05). These findings indicate that the guided-discovery-learning model significantly impacted SCU and SCTS on the solubility topic.
The Effect of Project Based Learning (PjBL) Model on Students' Science Literacy in Social Studies Subjects Wardah, Irdatul; Septaria, Kiki; Mahbubah, Khoiro; Mubarok, Husni
Jurnal Penelitian dan Pengkajian Ilmu Pendidikan: e-Saintika Vol. 6 No. 2: July 2022
Publisher : Lembaga Penelitian dan Pemberdayaan Masyarakat (LITPAM)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36312/esaintika.v6i2.738

Abstract

This study aims to analyze the effect of the project-based learning (PjBL) model on students' scientific literacy and to describe the effect of the PjBL model on students' scientific literacy in Social Science subjects with the theme of fire disaster mitigation in residential areas. The research design used in this study is a one-group pretest-posttest design using a quantitative approach the population is 496 students, and the sample size is 60 students with a purposive sampling technique. The location of this research is SMK Negeri 1 Lamongan. The data collection technique in this study used a scientific literacy test and an observation sheet on the implementation of learning then the data analysis technique applied in this study used a feasibility test of learning instruments and tools, namely the Lesson Plan (RPP) validation test, Student Worksheet (LKPD), and scientific literacy test, then a prerequisite test was carried out namely normality, and homogeneity tests were then tested using a paired sample t-test to measure students' scientific literacy and to measure learning implementation sheets using learning implementation analysis. The results of this study shows that (1) the implementation of learning in lesson plans using PjBL is in the very good category with an average of 91.19%; (2) PjBL model has significant effect on students' scientific literacy (p <0.05). Therefore, it can be concluded that there is a significant effect between the PjBL model on students’ scientific literacy and the implementation of RPP using the PjBL model is in the very good category.
Mewujudkan Generasi Emas dan Berkarakter Disiplin melalui Program Tahfidz Qur’an di SD IT Istiqomah Mubarok, Husni; Ilya, Zunainatin; Nisa', Riska Kholiliya; Nisa’, Nurul Khoirun; Anintiya, Elisa Okta; Ahmad, Hendika Mukhoyyar
ALSYS Vol 2 No 4 (2022): JULI
Publisher : Lembaga Yasin AlSys

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (427.488 KB) | DOI: 10.58578/alsys.v2i4.435

Abstract

The purpose of this study was to determine the learning contained in SD IT Istiqomah accompanied by a memorizing program of the Koran to create a golden and character generation. The method in writing is a qualitative descriptive method, then the search for the most relevant and main data related to the study of learning contained in SD IT Istiqomah is carried out through the memorization program of the Koran to create a golden and character generation. The purpose of this study was to determine the learning contained in SD IT Istiqomah accompanied by the Tahfidz qur'an program to create a golden and character generation. The method in writing is a qualitative descriptive method, then the search for the most relevant and main data related to the study of learning contained in SD IT Istiqomah is carried out through the memorization program of the Koran to create a golden and character generation. The results showed that the tahfidz qur'an program in SD IT Istiqomah was running well. The implementation of learning at SD IT Istiqomah is getting more quality with the addition of the tahfidz qur'an program, learning will be more interactive and with the tahfiz qur'an program also Islamic religious values will be embedded little by little in students at SD IT Istiqomah which will make them become generation of gold and character in accordance with Islamic values.
Co-Authors Abdul Mannan, Siti Sofiyah Abdul Wafi, Abdul Abror, Dhimam Abu Choir Adam, Muhamad Arsad Adiba Fuad Syamlan Afgani, Farhan Fauzan Al Afit Muhammad Lukman - STMIK Nusa Mandiri Jakarta, Afit Muhammad Lukman Afrizal - Agustiani, Vivi Agustin, Annisa’ Qothrunnada Agustina, Erika Agustyaningrum, Cucu Ika Ahmad, Azwaliza Ahmad, Hendika Mukhoyyar Aisah, Sri Aisyah Akbar, Muhammad Taufan Alak, Haqul Ali Hasbi Ramadani Ali, Fiqry Maulana Alie Muzakki, Muhammaad Alifia, Annisa Dhienar Alwi, Ahmad Akhsan Amelia , Febriyanti Amelia, Aquinita Shinta Setya Amin, Dang Eif Saeful Andhi Nur Rahmadi, Andhi Nur Andriyani, Santi Anggraini, Dian Mustika Anggraini, Nova lia Anintiya, Elisa Okta Annuria Auliya Rahma Antomi Saregar Aradea Aradea Arif, Syaifulloh Arifin . Arisanti, Aini Arista, Nor Isnaeni Dwi Arta, I Made Satria Dwi Aryani, Heny Astuti, Veronica Sri Astutik, Aviyah Rini Asy’ari, Muhammad Atho’illah, Abdul Halim Awaludin, Anggi Awwaliyah, Annisa Fajriatul Aziz, Ali Barokah, Sukriyah BAYU SANDIKA Binar Kurnia Prahani Budi Jatmiko Budi Murtiyasa Cahya Putri Utami, Bernadette Carreza, Arqoma Nurveda Corie Mei Hellyana Daffa, Muhammad Alfie Diyaulhaq Danang Mahendra, Danang Darmawan, Fakhrul Rifqi Darnoto, Darnoto Deswita, Diva Firliana Dewi, Rosita Fitrah Diah Hari Kusumawati Dicky Setiardi Difa Ristantyaning Widi, Nindya Dika Permana, Muhammad Dwi Erlin Effendi, Dwi Erlin Dwikoranto Dwiyanto, Wahyu Edwinda Putra, Rama El-Yunusi, Muhammad Yusron Maulana Ernawati Ernawati Ery Suryanti Fadhila, Nur Laila Fadilah, Hikmatul Fadli, Dicky Muhamad Fadlilah, Lilik Tanwirotul Fahrudin, Rifqi Fahrul Fahrul Fajar Arianto Faqih, Husni Fatah, M. Aulia Fathoni, M. Iqbal Faturrahman, Muhammad Fatwa MF, Agung Faurismawan, Jovan Syach Fauzi Ahmad Muda Fauzi, Ilzam Fauziah, Dewi Fauziah, Syita Febriana, Felinda Fitri Komariyah Fitriani Dewi, Euis Nur Fuadah, Maghfirotul Ismi Fuadatis Sholikha, Akhris Gani, Ilham Abdul Ghufron, Ahmad Gunawan, Rohmat Hafazallah, Khalid Handihastuti, Sri Deti Handoko, Melyani Hanik, Elya Umi Harliantara Harliantara Harsono Harsono Hartini, Dorit Harun Joko Prayitno Haryanto, Haryanto Haryanto, Wawan HASAN BASORI Hendra Lesmana Heni Agustina Herdiyanto Herdiyanto Hidayat, Eka Wahyu Hikamah, Siti Roudlotul Hilmi, Rifqi Muhammad Himawan, Jaka Satria Himmah, Ihda Rifatul Ibnu Ali Ibnu Maryanto Ilmi, Bahril Ilya, Zunainatin Ima Frafika Sari Imam Sucahyo Indah Nuraini, Indah Indriana Safitri, Afaurina Irani Hoeronis Irawan, Genta Hayindra Irfan Ardiansyah Irfan Febrian Editia Kurdiat, Irfan Febrian Irma Noviana, Irma Jauharoti Alfin Joko Siswanto Kamila, Meiliana Rahma Kamila, Mellia Khaerul Umam Khalimatusa’adah, Khalimatusa’adah Khoerunisa, Sarah Khofifah, Nur Khoirunnisa, Triya Khoriah, Siti Nur KIKI SEPTARIA Kurnia, Nova Kurniati, Neng Ika Kusumastutik, Indah Laila, Luthfiyaul Lestari, Anisa Putri Lestari, Nurita Apridiana Lutfi Hakim Luthfiah Resnasari, Upi M. Muhali Madlazim Madlazim Maghfiroh, Rihun Nada Mahbubah, Khoiro Mahya, Mazieda Salsabiela Bihar Maksin, Mastina Marfuah Sri Sanityastuti, Marfuah Sri Maulana Restu, Yanto Maya Panorama, Maya Meidiyan, Mohamad Gibran Meisa Diningrat, Syaiputra Wahyuda MOCHAMMAD YASIR Muafi Muarrifah, Safrina Mubarok, Erick Husni Muhammad Arifin Muhammad Mujiburrohman Muhammad Nur Hudha MUHAMMAD TAUFIK Mulkan Andika Situmorang Mulyadi Rusli Mumu Zainal Mutaqin Muzakki, Muhammad Alie Nada, Muhammad Yusrun Nadi Suprapto Nadzirin, Ayunin Nafi`ah, Ulfatun NIA WATI Nikhlah, Sailin Nina Sofiana Nisa', Khoirun Nisa', Riska Kholiliya Nisa’, Nurul Khoirun NOFITASARI NOFITASARI Nortiah, Eni Novita Wulandari Nugroho, Yuli Sutoto Nur Widiyasono, Nur Nurhasanah Nurhasanah Nurjaman, Muhammad Miftah Nurul Fadilah, Nurul Pangestu, Andika Tulus Pardiansyah, Anton Petrus Sokibi, Petrus Pewitasari, Dyah Pewitasari, Dyah Prasetyawati, Eka Pratiwi, Ananda Puspitarini, Renny Candradewi Putri, Aprilia Riyana Putri, Desy Elisya Putri, Evi Rismala Qolbi, Iqwamul Rabiatul Adawiyah Rachma, Nisrina Aulia Rachman, Andi Nur RAHAYU FITRIANI WANGSA PUTRIE Rahmawati, Shelvi Nur Rahyu Setiani Ramadhani, Annisa Dita Ramdhani, Rifaldi Muhamad Reinaldi, Angga Reni Widyastuti Rianto Rianto Rianto Rianto, Rianto Ridwan, Muhamad Asep Rio Yunanto Rizkia, Nanda Melina Rizkiana Karmelia Shaura Rizva, Dian Novira Romansyah, Yusep Rosidi, Ifdol Khulafaur Rousyati, Rousyati Safitri, Shabrina Saidah, Zulfa Sajidah, Salsabila Sari, Ratna Kurnia Sasmi, Rinda Rahmanisa Sasmita, Windi Antania Septiana, Anisa Amalia Septiani, Devi Rizky Setyaedhi, Hari Sugiharto Setyawati, Heni Shofiyuddin, Muh. Sholikha, Akhris Fuadatis Sidik Madiyanto, Sidik Silmia, Ami Siti Arofah Siti Fakhirah, Rahil Sofyan Anif Sofyan, Hidayatus SULIYANAH SULIYANAH Sultoni Sultoni, Sultoni Sumarna, Ertansyah Rizal Priadi Supriyanto Suryadi, Alfi Andryan Sutama Swastika, Rahayu Syahmi, Favian Avila Syailin Nichla Choirin Attalina Syam Maella, Nur’annafi Farni Tanwirotul Fadlilah, Lilik Tati Suprapti Taufiqurrohman, Ilham Tengku Riza Zarzani N Tofaynudin, Johan Indrus Toyyib, Moh Trismawati Ulya, Ikfina Amaliya Umam, Ahmad Miftahul Umi Hanik, Elya Ummah, Nur Siyaadatul Utama Alan Deta Verto Septiandika, Verto Viana, Irma Virgi Septiara Fajrin Wardah, Irdatul Waroah, Lina Ulatul Wicaksono, Abiet Ilham Widiastuti, Nike Wiranti, Dwiana Asih Yadi, Roma Yani, Vini Indri Yohannes, Abebayehu Yossatorn, Yossiri Yulianti , Yeni Yulianti, Lisna Yuni Ariyanti, Mega Yunus, Eko Yudianto Yustikasari, Yusi Zaenudin, Udin Zahro, Fithriatiz ZAINUL ARIFIN IMAM SUPARDI Zakaria, Nurul Sabihah Zulaikha Zulaikha Zuliana, Nila