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Prediksi Hasil Ujian Nasional Siswa Menengah Atas : Pendekatan Data Mining Ummiy Fauziah Laili; Putra Prima; Aris Fanani; Billy Montolalu
Journal Focus Action of Research Mathematic (Factor M) Vol. 3 No. 1 (2020)
Publisher : IAIN Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (400.924 KB) | DOI: 10.30762/factor_m.v3i1.2450

Abstract

Pemerintah Indonesia menggunakan Nilai Ujian Nasional (NUN)digunakan sebagai standar nasional untuk mengukur keberhasilan siswa.Dengan menggunakan NUN sebagai parameter untuk mengukur tingkatkeberhasilan siswa akan ada resiko yang sangat besar jika siswa gagal dalammenjalani Ujian Nasional (UN), oleh karena itu dibutuhkan sebuah modeluntuk melakukan prediksi terhadap NUN siswa sehingga dapat dilakukanusaha pencegahan terhadap gagalnya siswa dalam UN. Pada paper inidiusulkan sebuah metode untuk melakukan prediksi terhadap NUN siswadengan menggunakan neuro fuzzy. Data yang digunakan dalam penelitianini adalah nilai rapor siswa, dan nilai IQ siswa. Pada penelitian ini digunakantiga mata pelajaran sebagai subjek penelitian yaitu Matematika, BahasaIndonesia dan Bahasa Inggris.Berdasarkan hasil pengujian yang dilakukanmenunjukkan bahwa metode neuro fuzzy dengan menggunakan data nilaidan data IQmemberikan akurasi prediksi terbaik pada mata pelajaranmatematika sebesar 74%.
PENGARUH PRODUCT KNOWLEDGE, ORIENTATIONS DAN CAPABILITIES TENTANG EKONOMI ISLAM TERHADAP PERILAKU TRANSAKSI EKONOMI Mohammad Nasir; Fatmah; Ummiy Fauziyah Laili; Aris Fanani
Istithmar: Jurnal Studi Ekonomi Syariah Vol. 4 No. 1 (2020): Istithmar : Jurnal Studi Ekonomi Syariah
Publisher : Program Studi Ekonomi Syariah Fakultas Ekonomi dan Bisnis Islam IAIN Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30762/istithmar.v4i1.5

Abstract

Research on the Effect of Product Knowledge, Orientations and Capabilities on Islamic Economics on the Behavior of Economic Transactions aims to find out how much influence between these variables in lecturer transaction behavior. The method used in this research is associative quantitative. The number of respondents used was 57 lecturers. The sampling method of this study used a purposive sampling technique. Stages of data testing through validity and reliability, classic assumption tests, multiple linear regression tests, coefficient of determination tests, and partial T tests. The results of the partial t-statistic test showed that the product knowledge and orientation variables did not significantly influence. It can be seen by using the 0.05 significance level, the significance value of product knowledge is 0.509 with a t value of 0.665 and a significance value of orientation is t arithmetic 0.170 with a significance of 0.866. While the capabilities variable with a calculated value of t = 5.755 with a significance level of 0.000 using a significance limit of 0.05, the significance value is smaller than the 5% level and is categorized as a positive and significant effect.
Analisis Perbandingan Pengelompokan Kota di Indonesia Berdasarkan Indikator Inflasi Tahun 2021 dengan Metode Ward dan K-Means Lia Puspita Sari; Aris Fanani; Ahmad Hanif Asyhar
Jurnal Sains Matematika dan Statistika Vol 9, No 2 (2023): JSMS Juli 2023
Publisher : Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/jsms.v9i2.21100

Abstract

Inflasi merupakan suatu kondisi perekonomian yang menujukkan adanya kecenderungan kenaikan tingkat harga umum karena barang dan jasa yang ada di pasaran mempunyai jumlah dan jenis yang sangat beragam, sebagian besar dari harga-harga tersebut selalu meningkat dan mengakibatkan terjadinya inflasi. Perhitungan laju inflasi salah satunya adalah menggunakan Indeks Harga Konsumen (IHK), indeks ini disusun dari harga barang dan jasa yang dikonsumsi oleh masyarakat. Penelitian ini membahas tentang perbandingan pengelompokan kota di Indonesia berdasarkan indikator inflasi metode Ward dan K-Means dengan menggunakan 11 variabel kelompok pengeluaran pada IHK. Evaluasi metode dilakukan dengan membandingkan nilai rasio simpangan baku dari masing-masing metode. Berdasarkan hasil penelitian jumlah cluster yang dihasilkan adalah sebanyak 3 cluster, dengan nilai rasio simpangan baku yang diperoleh menggunakan metode Ward adalah 1,77, sedangkan dengan metode K-Means adalah sebesar 1,43. Dengan demikian hasil cluster yang bisa digunakan sebagai rujukan pada pengelompokan kota di Indonesia berdasarkan indikator inflasi adalah hasil analisis cluster menggunakan metode K-Means.  
Pendampingan Guru Madrasah untuk Mewujudkan Kompetensi Pedagogik Guru Matematika yang Berdaya Melalui Penguasaan Soal High Order Thinking Skills (HOTS) Moh Hafiyusholeh; Ahmad Lubab; Ahmad Hanif Asyhar; Aris Fanani; Yuniar Farida; Dian C. Rini Novitasari; Nurissaidah Ulinnuha; Putroue Keumala Intan; Wika Dianita Utami; Zainullah Zuhri; Ahmad Zaenal Arifin; Dian Yuliati; Abdulloh Hamid
Engagement: Jurnal Pengabdian Kepada Masyarakat Vol 4 No 1 (2020): May 2020
Publisher : Asosiasi Dosen Pengembang Masyarajat (ADPEMAS) Forum Komunikasi Dosen Peneliti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52166/engagement.v4i1.97

Abstract

High Order Thinking Skills (HOTS) is the ability to connect, manipulate, and change the knowledge and experience that is owned critically and creatively in determining decisions to solve problems in new situations. To include HOTS questions in a learning process is an obstacle for Madrasah teachers, including teachers of PC. LP. Maarif NU Lamongan. This community service aimed at improving the pedagogical competence of mathematics teachers of PC. LP. Maarif NU Lamongan. Community-Based Research (CBR) was employed through workshop and training administered by the Mathematics Study Program of UIN Sunan Ampel Surabaya in designing and completing high order thinking questions followed by assistance. The results indicated that the ability of Madrasah teachers to solve HOTS questions as well as its implementation in classroom teaching and learning activities improved significantly.
Economic Empowerment of Housewives Based on OPOR (One Product in One RT) in Pojok Village of Magetan Regency, Using the Asset-Based Community-Driven Development (ABCD) Approach Yuniar Farida; Wika Dianita Utami; Aris Fanani; Latifatun Nadya Desinaini; Silvia Kartika Sari
Engagement: Jurnal Pengabdian Kepada Masyarakat Vol 6 No 1 (2022): May 2022
Publisher : Asosiasi Dosen Pengembang Masyarajat (ADPEMAS) Forum Komunikasi Dosen Peneliti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29062/engagement.v6i1.1161

Abstract

Nowadays, the improvement in resources, especially among women, is considered. One of the efforts to empower women in the village can be done through the assistance of Micro, Small, and Medium Enterprises (MSMEs). This research-based community service aims to assist the community, especially women (housewives) in Pojok Village of Magetan Regency, in developing home businesses. This community service is carried out by using ABCD approach, which is an approach to understanding and internalizing assets, potential, strength, and utilization independently and optimally. The results of the community service carried out by researchers have positive impact to the community and it fosters a high desire and enthusiasm to make changes for the better in the development of marketing businesses, both during the mentoring process and post-mentoring so that the economy in Pojok Village, Magetan Regency can increase
Pemodelan Isu Perubahan Iklim di Indonesia Berdasarkan Headline Media Anang Kunaefi; Aris Fanani
Jurnal Nasional Teknik Elektro dan Teknologi Informasi Vol 13 No 2: Mei 2024
Publisher : Departemen Teknik Elektro dan Teknologi Informasi, Fakultas Teknik, Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/jnteti.v13i2.9464

Abstract

Climate change has become a global issue affecting all countries in the last decades. This phenomenon poses a concern to Indonesia as it is one of the climate change’s epicenters. Various studies have shown that climate change can harm multiple community activities, such as unstable agricultural production, decreased people’s health, and global warming. This study tried to model and analyze climate change topics discussed in the media. Finding hidden topics from texts can provide clues and information regarding public conversation surrounding climate change, such as public thoughts, perceptions, and readiness to mitigate the possible adverse effects of climate change. In order to identify hidden subjects from the corpus, this work modeled climate change issues in Indonesia using the latent Dirichlet allocation (LDA) algorithm to analyze texts from Indonesian media headlines. As many as 7,000 headline data from five online media were collected from 2017 to 2021 using web scraping techniques. The proposed approach produced eight topics related to climate change, which were determined by the highest coherence value of 0.560. Those topics were renewable energy, carbon emissions, environmental management, development economics, international cooperation, policy/regulation, rehabilitation, and disaster. Based on the results, the model could sufficiently describe the theme of discussion in society and photograph public thoughts and the government’s readiness in the form of policies and regulations in dealing with the climate change phenomenon.
Developing Thai Students' English Speaking Skills and Self-Confidence Through the English Competition Program Belly Ubaidila; Tarisa Amalia Dwi Arisanti; Dwi Mutiara Jelita; Karin Wahyu Cahyaningrum; Nabiela Naily; Aris Fanani
ABDI: Jurnal Pengabdian dan Pemberdayaan Masyarakat Vol 7 No 1 (2025): Abdi: Jurnal Pengabdian dan Pemberdayaan Masyarakat
Publisher : Labor Jurusan Sosiologi, Fakultas Ilmu Sosial, Universitas Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24036/abdi.v7i1.1028

Abstract

Enhancing English speaking skills is crucial for global communication, particularly at Santi Witya Serong School in Thailand. This study implements the English Competition Program as an innovative strategy distinct from conventional learning by incorporating competition-based and interactive activities. The research examines its effectiveness in improving students’ speaking skills and confidence. Applying Asset-Based Community Development (ABCD) theory, the program utilizes school resources—teachers, students, and learning culture—as key assets for language development. Using a qualitative approach, data were collected through observations, interviews with teachers, and document analysis of competition results. The program includes three competitions: spelling bee for grades 1–2, guessing vocabulary for grades 3–4, and introduction speaking for grades 5–6. The findings indicate that competition-based learning significantly improves English proficiency in the form of speaking and confidence. The study recommends continuous implementation and evaluation to optimize the program. This study presents a novel approach, demonstrating that competition-driven methods can effectively enhance students’ communication skills.
APPLICATION OF GRAPH THEORY AND WELCH-POWELL METHOD AT TRAFFIC LIGHT REGULATION Diah Ayu Sulistiani; Chalawatul Ais; Aris Fanani
JUTI: Jurnal Ilmiah Teknologi Informasi Vol. 20, No. 2, July 2022
Publisher : Department of Informatics, Institut Teknologi Sepuluh Nopember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j24068535.v20i2.a1096

Abstract

Traffic lights are state-owned infrastructure facilities that are used to mark vehicles that must stop alternately from various directions. Traffic lights are often found at crossstreets, such as at the traffic lights on Jl. Margerejo with a long duration of red light and short green light. This study aims to obtain a traffic flow graph at the intersection of 4 Jalan Demak-Dupak Surabaya. Optimization of traffic light duration settings is very necessary on this street, because the long duration of the red light while the short duration of the green light causes the accumulation of vehicles at the intersection of Jalan Demak-Dupak Surabaya. In this study, the duration of the new traffic light was obtained, namely on Jl. Demak (North) red light 112.5 seconds and green light 37.5 seconds. For Jl. Dupak red light 84 seconds and green light 28 seconds. Jl. Demak (South) red light for 135 seconds and green light for 45 seconds. And for the axle Jl. Surabaya-Gresik red light for 84 seconds and green light for 28 seconds. The level of effectiveness of the green light is obtained by a value of 21.77% and the level of effectiveness of the red light is 6.62%.