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Penerapan Decision Tree dalam Data Mining menggunakan Bahasa Pemrograman Python Adriansyah, Agung; Data Fitri; Fauzi; Farhan; Juliana; Khafi
Jurnal Riset Informatika dan Inovasi Vol 3 No 7 (2025): JRIIN : Jurnal Riset Informatika dan Inovasi (INPRESS)
Publisher : shofanah Media Berkah

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Abstract

Data mining merupakan proses ekstraksi informasi dan pola dari kumpulan data besar yang dapat digunakan untuk mendukung pengambilan keputusan. Salah satu metode populer dalam data mining adalah Decision Tree, yang digunakan untuk klasifikasi dan prediksi. Penelitian ini bertujuan untuk mengimplementasikan algoritma Decision Tree menggunakan bahasa pemrograman Python dengan library scikit-learn, serta menganalisis performa model melalui evaluasi akurasi. Hasil penelitian menunjukkan bahwa Decision Tree mampu mengklasifikasikan data dengan akurasi yang memuaskan dan dapat menjadi alat bantu efektif dalam pengambilan keputusan berbasis data.
SOSIALISASI DESA SADAR LINGKUNGAN DAN PEMILAHAN SAMPAH Hidayat, Raden Aldi; Iskandar, Aulia Pratiwi; Sopiyani, Nuzula; Alfan, Muhammad; Farhan; Qalbiah, Nurul; Sulastri, Sri; Fanesa, Mawar; Ruliansyah, Muhammad
Jurnal Wicara Vol 2 No 3 (2024): Jurnal Wicara Desa
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/wicara.v2i3.4074

Abstract

This socialization explains how public awareness is about waste in the surrounding environment and how to sort waste. KKN students provide facilities for the Teniga Village community regarding waste with the Environmental Service as the resource person with the aim of increasing public awareness regarding waste sorting which will later be sold to improve the community's economy. Students conducted a location survey to find out the waste problem in Teniga Village.
Penerapan Pencatatan Keuangan Sederhana Berbasis Digital pada UMKM ‘Sulton Bakery’ Lestari, Intan Fatinah; Rahma Febriyanti; Alda Rahmawati; Kirani, Anbiya Rizky; Johar, Fikrul Haykal; Ade Nugraha; Ahmad, Alief Padlillah; Jamil, Muhamad Wildan; Ramdhani, Muhammad Rizky; Muhammad Rizal; Rastari; Jannah, Siti Zahra Ma’watul; Farhan
JURNAL PENGABDIAN KEPADA MASYARAKAT Vol 13 No 2 (2023): Desember 2023
Publisher : LPPM UNINUS

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Abstract

The service program is carried out with the aim of providing MSME players with increased knowledge so that they can prepare digital bookkeeping and can prepare Profit and Loss Reports in accordance with applicable guidelines. The data collection method used in this community service program is a qualitative method that uses primary data. The data collection technique used is observation in the form of direct observation and interviews. This digital-based financial bookkeeping training was carried out using Microsoft Excel software. The implementation stages of this program consist of socialization, training and evaluation. As a result, this work program was successfully carried out because MSMEs were able to fill in the General Ledger independently every day and were able to prepare a Profit and Loss Report
PENGEMBANGAN GAME EDUKASI PIXEL ADVENTURE “TANTANGAN MASTERMIND MATEMATIKA: THE QUEST FOR NUMERIA” SEBAGAI ALAT BANTU PEMBELAJARAN MATEMATIKA DI KELAS X Farhan; Nurmayanti; Madaling
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 9 No. 04 (2024): Volume 09, No. 04 Desember 2024
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v9i4.17946

Abstract

Mathematics lessons often have difficulty in motivating students and making them understand the concepts taught. One creative way to use it is through the use of educational games. The focus of this research is to create an educational game in Unity3D to teach mathematics to class X students. The game "Mathematics Mastermind Challenge: The Quest for Numeria" was created to enhance students' understanding of Mathematics in an exciting way. This research uses research and development (R&D) techniques in the ADDIE format. (Analysis, Design, Development, Implementation, dan Evaluation). From the results of the study, the game was rated "very valid" with a score of 85% and "very practical" with the score of 83.35%. Therefore, it is considered suitable for use in the process of learning Mathematics.
"Implementasi Metode Multi-Sensori untuk Keterampilan Sosial dan Kemampuan Kognitif Anak Berkebutuhan Khusus di SLB Serasan Seandanan OKU Selatan" UMMY; FARHAN; JUAIDAH
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 10 No. 02 (2025): Volume 10 No. 02 Juni 2025 In Build
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v10i02.26296

Abstract

This research aims to describe the implementation of the multi-sensory method to enhance the social skills and cognitive abilities of children with special needs at Serasan Seandanan Special School, South OKU. The problem arises from the need for appropriate learning approaches tailored to individual characteristics, especially for children who often face challenges in social interaction and cognitive development within inclusive education settings. The Data were collected through observation, in-depth interviews, and documentation involving teachers, the school principal, and students. The findings show that multi-sensory activities—incorporating visual, auditory, kinesthetic, and tactile stimuli—have a positive effect on students' social engagement, empathy, cooperation, and communication skills. Moreover, these methods also stimulate cognitive development through enjoyable, concrete learning experiences. The consistent and structured application of the multi-sensory method resulted in increased student participation and improvements in essential social and cognitive competencies. Keywords: Children with Special Needs, Cognitive Ability, Multi-Sensory Method, Social Skills, Special School (SLB).
LAYANAN PENDIDIKAN DAN BIMBINGAN GURU DALAM PEMBELAJARAN PADA SISWA TUNAGRAHITA DI SLB PGRI PADEMAWU PAMEKASAN Farhan; Nova Estu Harsiwi
Jurnal Pendidikan Inklusi Citra Bakti Vol. 2 No. 1 (2024): Jurnal Pendidikan Inklusi Citra Bakti
Publisher : Pusat Penelitian dan Pengabdian kepada Masyarakat STKIP Citra Bakti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38048/jpicb.v2i1.3843

Abstract

Latar belakang penelitian ini adalah untuk pelayanan mengetahui pendidikan dan bimbingan yang diberikan oleh guru dalam pembelajaran untuk mengembangkan pontesi siswa tunagrahita secara optimal. Metode penelitian yang digunakan adalah metode penelitian kualitatif jenis deskriptif. Sumber data yang digunakan menggunakan sumber data primer dan sekunder. Teknik pengumpulan data yang digunakan menggunakan wawancara, observasi, dan dokumentasi. Teknik analisis data yang digunakan adalah analisis data, penyajian data, reduksi data, dan penarikan kesimpulan. Hasil dari penelitian ini adalah dalam layanan pendidikan dan bimbingan guru dalam pembelajaran yaitu dengan merancang pembelajaran selama satu tahun, kurikulum yang digunakan merupakan kurikulum merdeka, kegiatan pembelajaran yang diberikan disesuaikan dengan kemampuan siswa tiap fase, pemberian pembelajaran bina diri dan pengembangan diri, program khusus bagi siswa tunagrahita, dan penilaian guru secara objektif. Terdapat kendala yang dialami oleh guru dan kesulitan yang dialami oleh siswa tunagrahita yaitu suasana kelas yang tidak kondusif, kesulitan siswa dalam menulis. Dalam mengatasi permaslahan tersebut dilakukan dengan mengdakan icebreaking sebelum pembelajaran dan penggunaan media kartu kata bergambar dalam membantu siswa tnagrahita dalam menulis.
Education in Aqidah and Faith in the Qur'an Robitul Abror; Farhan; Ghazi Mubarok
Al-Iffah: Journal of Islamic Sciences Research Vol. 1 No. 1 (2025)
Publisher : Penerbit Hellow Pustaka

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61166/iffah.v1i1.1

Abstract

The education of aqidah and faith in the Qur'an is the main foundation in the formation of the character and morals of Muslim individuals. Aqidah includes fundamental beliefs in Allah, angels, books, apostles, the Day of Judgment, and destiny, all of which are contained in Islamic teachings. This research uses qualitative research methods. The type of research used in this research is library research (library research), namely research on literature or books or journals that are in accordance with the material being discussed. The results of research on aqidah education in the Al-Qur'an surah Al-Luqman verse 13 are Aqidah education starting from the family, advice as a method of aqidah education, prohibition of shirk as material for aqidah education. This will form a strong firm faith in the midst of the challenges of the times, not only that, the Qur'an also discusses faith education, namely in surah Al-Baqarah verse 3, namely education in faith in the unseen, then establishing prayer, and Spending some of his sustenance, faith is not only seen as a theoretical belief, but also as an encouragement to act and do good according to Allah's commands.
Peran Australia dalam Kemerdekaan Indonesia 1942-1945 Farhan
HEURISTIK: Jurnal Pendidikan Sejarah Vol. 5 No. 1 (2025): Februari
Publisher : Program Studi Pendidikan Sejarah Universitas Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31258/hjps.5.1.36-46

Abstract

If we look at the role of other countries in helping Indonesia become independent, Australia may not be at the top of the list. Apart from being one of the European countries which also helped England and the Netherlands in carrying out the Dutch Military Aggression I and II, Australia did not feel that helping Indonesia would benefit itself both politically and economically. This reality is inversely proportional to the historical fact that Australia has a 'special' place in the process of achieving victory for the Republic of Indonesia. Many Indonesian workers living in Australia, as well as members of the Labor Party, supported Indonesian independence by going on strike and capturing Dutch ships in port. Apart from that, Australia also encouraged Indonesia's problems to be brought to the United Nations to be heard and resolved diplomatically. So, it would not be wrong if Australia was appointed directly by Indonesia and succeeded in forming the KTN (Three Nation Committee). It can be said that Australia's support is the only European country in the world that supports Indonesian independence. This article will try to look critically at what kind of role Australia gave to the process of Indonesian independence, using historical methods consisting of Heuristics, Verification, Interpretation and Historiography, to be able to see that Australia's influence in the process towards independence cannot simply be juxtaposed in the history of good relations. both countries are still reserved until today.
Kolaborasi Teknologi dan Masyarakat: Instalasi Pintu Air Otomatis Sebagai Solusi Irigasi Efisien Untuk Petani Lokal Suryapranatha, Dicky; Abriel Ashari; Farhan; Mohammad Arief Nur Wahyudien
Abdimas: Papua Journal of Community Service Vol. 8 No. 1 (2026): Januari (In Progress)
Publisher : Lembaga Pengembangan dan Pengabdian Masyarakat Universitas Muhammadiyah Sorong

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33506/pjcs.v8i1.5080

Abstract

Pengabdian ini merupakan bentuk pengabdian masyarakat yang berfokus pada upaya pengendalian banjir di Kecamatan Telukjambe, Kabupaten Karawang. Daerah ini menghadapi banjir berulang akibat curah hujan tinggi, sistem drainase yang kurang efektif, serta urbanisasi yang mengurangi area resapan. Untuk mengatasi hal tersebut, pengabdian ini merancang dan membahas dua pendekatan teknis berbasis teknologi, yaitu penerapan sistem pintu air otomatis dan pembangunan sumur serapan. Pintu air otomatis menggunakan sensor untuk memantau dan mengatur aliran air secara real-time berdasarkan tinggi permukaan air dan kondisi cuaca, sehingga memungkinkan pengendalian arus air yang lebih adaptif dan efisien. Sementara itu, sumur serapan dirancang untuk menyerap air hujan ke lapisan tanah, mengurangi genangan permukaan, serta memperbesar cadangan air tanah. Hasil implementasi menunjukkan bahwa kombinasi kedua sistem mampu menurunkan risiko genangan, mempercepat waktu surut air, dan mengurangi tekanan pada saluran drainase. Selain aspek teknis, kegiatan sosialisasi dengan masyarakat meningkatkan pemahaman tentang manfaat teknologi otomasi dalam mitigasi banjir dan membangun kolaborasi antara akademisi, pemerintah desa, dan warga. Kesimpulan pengabdian ini menegaskan bahwa penerapan sistem otomatisasi pintu air dan sumur serapan merupakan solusi praktis dan berkelanjutan dalam meningkatkan ketahanan wilayah terhadap bencana banjir serta dapat dikembangkan lebih lanjut melalui integrasi teknologi berbasis Internet of Things (IoT).
STRATEGI PEMBELAJARAN HADIS UNTUK MENUMBUHKAN KARAKTER DISIPLIN SISWA DI SEKOLAH MENENGAH ATAS Hotimah, Husnul; Saputri, Marsanda; Muhammad Raihan Akbar; Farhan; Yusria
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 10 No. 04 (2025): Volume 10 No. 04 Desember 2025
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v10i04.39372

Abstract

Hadith learning plays a strategic role in Islamic Religious Education as a means of instilling values ​​and developing the disciplined character of high school students. This study aims to examine the hadith learning strategies recommended in the literature and their role in fostering students' disciplined character. The method used was library research, analyzing scientific journals, books, and relevant sources. The results of the study indicate that contextually and applicably designed hadith learning can foster students' disciplined character by instilling the values ​​of responsibility, punctuality, trustworthiness, and order. Strategies that have been influential in fostering student discipline include Project-Based Learning, collaborative learning, reflective learning, the use of interactive digital media, and the living hadith approach. The successful implementation of these strategies is supported by infrastructure, support from educators and parents, while obstacles include limited media, learning motivation, Quranic literacy, and teachers' technological competence
Co-Authors Abriel Ashari Achmad Firdaus Ade Nugraha Ade Sabila Adriansyah, Agung Ahmad Hendra Rofiullah Ahmad, Alief Padlillah Aji Syafa'atul Huda Akbar, Tzazkia Febriyana Akhirul Kahfi Syam Alda Rahmawati Alfan, Muhammad Almaimani, Abdus Salam Andika Yudistira Andriani, Titi Asyifah Fauzah Delfira Bintang Lani Rosita D Acula, Donata Data Fitri Dede Sunarti Deyan Nugraha, Muhammad Raezhard Dia Ovitri Agustin Donna Carollina Dzar Ar Rifai, Abu Erwin, Yulias Fahrauk Faramayuda, Fahrauk Fanesa, Mawar Fatkhullah, Faiz Karim FAUZI Fini Himatul Aliyah Ghazi Mubarok Habib Zainuri Hendi S. Muchtar Hidayat, Raden Aldi Hidayatullah, Muhammad Hudaidah Hudaidah Husnul Hotimah, Husnul Iskandar, Aulia Pratiwi Ismail, Nursafira Khairunnisa Jamil, Muhamad Wildan Jannah, Siti Zahra Ma’watul Jaya , Ahmad Jenta Puspariki Johar, Fikrul Haykal JUAIDAH Juliana Khafi Kirani, Anbiya Rizky Kunto D.A , Himawan Lestari, Intan Fatinah Lokot Muda Harahap, Lokot Muda Lusa, Sofian Madaling Maghfira Melinda Melinda Mian Anita Miftahujjannah, Rizka Mohammad Arief Nur Wahyudien Mualim Wijaya Muh. Risnain Muhaimin Muhammad Irhamsyah Muhammad Raihan Akbar Mutia Mayanda , Alia Najihah Abd Wahid Nova Estu Harsiwi Nurmayanti Nurul Qalbiah, Nurul Puspariki, Jenta Putri, Dhiffa Namira Alifia Raharto, Eko Rahma Rahma Febriyanti Rahman Ako Ramadani, Suci Ramdhani, Muhammad Rizky Rastari Ratnasari, Nuryati Retno Susanti Robitul Abror Ruliansyah, Muhammad Saputri, Marsanda Sopiyani, Nuzula Sri Sulastri Suryapranatha, Dicky swarmi, Ice Swarmi Teddy Ramaditya Teuku Rifai UMMY Wafa Tsamrotul Fuadah Wahyu Agustin, Muhammad Wahyudi, Ikhsan WULANDARI Yunidar Yusria Zessica