Article Per Year (5 Year)
p-Index From 2021 - 2026
2.494
P-Index
This Author published in this journals
All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Media Statistika Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) Jurnal Sains dan Seni ITS IPTEK Journal of Proceedings Series CAUCHY: Jurnal Matematika Murni dan Aplikasi Journal of Natural A Jurnal Tata Kota dan Daerah International Journal of Advances in Intelligent Informatics Prosiding Seminar Matematika dan Pendidikan Matematik ELINVO (Electronics, Informatics, and Vocational Education) QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama BAREKENG: Jurnal Ilmu Matematika dan Terapan Journal of Islamic Monetary Economics and Finance JPEK (Jurnal Pendidikan Ekonomi dan Kewirausahaan) Musamus Journal of Physical Education and Sport (MJPES) Infotekmesin Inferensi Infotek : Jurnal Informatika dan Teknologi Afeksi: Jurnal Penelitian dan Evaluasi Pendidikan Proceeding ISETH (International Summit on Science, Technology, and Humanity) Prosiding Konferensi Nasional Penelitian Matematika dan Pembelajarannya Sewagati PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND OFFICIAL STATISTICS Riyahuna: Jurnal Pendidikan Bahasa Arab Jurnal Terapan Pendidikan Dasar dan Menengah
Heri Kuswanto
Departemen Statistika, Institut Teknologi Sepuluh Nopember (ITS)
Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Languange, Linguistic, Communication & Media Mathematics Mechanical Engineering Medicine & Pharmacology Physics Public Health Social Sciences Transportation Other

Published : 42 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 42 Documents
Search

 1   2   3   4   5 
The Creation of Android-Based Educational Resources For Students of Physical Education And Health Enrolled In Introductory Computer Courses at Hamzanwadi University Fathoni, Ahmad; Kuswanto, Heri; Hariadi, Hariadi; Suryansah, Suryansah
Musamus Journal of Physical Education and Sport (MJPES) Vol 7 No 1 (2025): Musamus Journal of Physical Education and Sport (MJPES)
Publisher : Program Studies of Physical Education, Faculty of Teacher Training and Education, Musamus University

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

Abstract

The physical education study program predominantly employs a model of learning that focuses on lectures and presentations by nearly all lecturers. This affects many students who are not enthusiastic about following basic computer lessons, which impacts the teaching and learning process that occurs in the classroom. There is currently no maximum limit regarding the existence of Android-based learning media focused on computer subjects, particularly within the physical education study programs at Hamzanwadi University, which can serve as a valuable resource. Examine students to understand how participants perceive boredom during learning activities, particularly in computer-based subjects. Objectives. The purpose of this study is to develop a decent Android-based learning media. For the application of teaching materials for students in the subject of computer basics, it is essential to understand the feasibility of using Android-based learning media as effective teaching resources for this subject. Materials and Methods. This involves the advancement of study (Research and Development). The model employed for development is the ADDIE model. The data utilized is quantitative, and the technique for data collection involves the use of a questionnaire. Analyzing data techniques in the study This is a form of quantitative analysis that focuses on describing characteristics and patterns within data. Results. The study results indicate that the Android learning media teaching materials are affirmed. The evaluation indicates that the material is deemed very worthy by experts, with a percentage of 90%. Media experts also rated it as very worthy, giving it a score of 83%. Additionally, user responses reflect a very high rating, with a percentage of 85%. Conclusions. The Decent Android learning media serves as an effective teaching material for educational purposes.
Per capita expenditure prediction using model stacking based on satellite imagery Kuswanto, Heri; Rouhan, Asva Abadila; Qori’atunnadyah, Marita; Hia, Supriadi; Fithriasari, Kartika; Widhianingsih, Tintrim Dwi Ary
IAES International Journal of Artificial Intelligence (IJ-AI) Vol 14, No 2: April 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijai.v14.i2.pp1220-1231

Abstract

One of the indicators for measuring poverty is per capita expenditure. However, collecting timely and reliable per capita expenditure data is quite challenging and expensive, as it requires collecting detailed household data directly. One way to deal with this issue is to use satellite image data processed by machine learning methods. This research proposes a method to predict the per capita expenditure of regencies or cities in Indonesia based on satellite imagery using machine learning techniques, such as k-nearest neighbors (KNN), random forest (RF), extreme gradient boosting (XGBoost), and support vector machine (SVM). The predictions are stacked to predict per capita expenditure using least absolute shrinkage and selection operator (LASSO) regression as the meta-learner. The model is trained on Google-Earth-based satellite imagery of Java Island, Indonesia, which provides more update field conditions compared to data collected from Statistics Indonesia (BPS). The research found that the stacked model outperforms the individual methods. However, the R2 criterion of the stacked method is comparable to that of RF, which is slightly higher than the others.
ASSESSMENT ON THE ISLAMIC BANKING MARKET SHARE PROJECTION BY BANK INDONESIA AND PROPOSED METHODS Sukmana, Raditya; Kuswanto, Heri
Journal of Islamic Monetary Economics and Finance Vol. 1 No. 1 (2015)
Publisher : Bank Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21098/jimf.v1i1.485

Abstract

Indonesian Islamic banking market share projected by Bank Indonesia is an integral part in developing the industry in the country. By setting a projection which will then be used as a benchmark / target, Islamic banks can make a necessary program to attract new customers which eventually increase its asset. If the increase of the asset is significant,the Islamic bank market share may increase. The problem is that the current projection by Bank Indonesia seems to be off target. It means that the projection is pretty much above the actual value. This paper attempts to utilize two projection methods namely Spline and Auto-ARIMA which we think can provide a better result. This study uses the monthly data covering period since January 2006 until December 2012. The result shows that our projections, especially using Spline method, are closer to the actual value of the Islamic banking industry market share. It means that the gap between the projection and the actual value of market share is lesser than the gap on the Bank Indonesia calculation. Moreover, this study argue that, the projection of the Islamic banking market share made by BI will not be achieved unless with government support. So far, government has not made any policy which deposit some of the national budget in the Islamic bank. This study calculates that if government regularly depositing 1% of total National Government Budget in Islamic banks, the projection of Islamic banking market share made by BI will be acheived. As a conclusion, the role of government is very significant in developing the Islamic banking industry in Indonesia.
GROUPING PROVINCES IN INDONESIA BASED ON THE NUMBER OF VILLAGES AFFECTED BY ENVIROMENTAL POLLUTION WITH K-MEDOIDS, FUZZY C-MEANS, AND DBSCAN Syahzaqi, Idrus; Effendi, Magdalena; Rahmawati, Hasri; Kuswanto, Heri; Sediono, Sediono
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 18 No 2 (2024): BAREKENG: Journal of Mathematics and Its Application
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol18iss2pp0923-0936

Abstract

Pollution can cause the environment to not function properly and ultimately harm humans and other living things. Environmental pollution is a problem that needs to be resolved because it involves the safety, health, and survival of living things. Air pollution in Pekanbaru due to a long dry season has resulted in forest fires. Then, 70% of drinking water is contaminated by fecal waste. In addition, the contamination of the land by the Chevron company resulted in residents suing the company. Until now, there has been no research that has carried out a comparison between methods for grouping villages affected by environmental pollution at the provincial level in Indonesia, so it is important to select the best method for carrying out the grouping. The limitations of this research are the use of three methods for clustering: K-Medoids, Fuzzy C-Means, and DBSCAN. The results showed that Fuzzy C-Means with five clusters have an optimal value compared to DBSCAN with an ICD rate value of 0,351. This method can be used by the government to improve the quality of villages that are clean from pollution in Indonesia, monitoring and evaluation based on the clusters formed.
Meningkatkan Kualitas Proses dan Hasil Belajar Siswa melalui Metode Discovery pada Pokok Bahasan Bilangan Bulat Negatif Siswa Kelas VI SDN Purworejo 02 Kecamatan Pilangkenceng Kabupaten Madiun Tahun Pelajaran 2021/2022 Kuswanto, Heri
Jurnal Terapan Pendidikan Dasar dan Menengah Vol 2 No 2 (2022): Volume 2, Nomor 2, Juni 2022
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Universitas Nahdlatul Ulama Blitar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28926/jtpdm.v2i2.415

Abstract

Sekolah Dasar Negeri SDN Purworejo 02 Kecamatan Pilangkenceng merupakan sekolah dasar yang terletak di wilayah Madiun. Proses kegiatan belajar mengajar di SD ini masih menggunakan metode sederhana. Guru mengajar menyampaikan rumus-rumus dan soal, lalu murid-murid mengerjakan soal. Sedangkan rata-rata nilai akhir matematika murid-muris sebesar 5,9 selama 5 tahun terakhir. Untuk mengatasi permasalah tersebut peneliti menuangkanya dalam penelitian tindakan kelas (PTK) yang dilaksanakan dalam dua siklus. Sedangkan tahapan yang harus dilalui adalah perencanaan, pelaksanaan implementasi tindakan, pengamatan dan refleksi dengan kriteria keberhasilan rata-rata aktivitas siswa 70%, aktivitas guru 80%, ketuntasan belajar siswa 80%. Pada siklus I aktivitas siswa sebesar 56%, aktivitas guru 76% sedangkan hasil ketuntasan belajar sebesar 65%. Dari hasil siklus I diketahui bahwa indikator keberhasilan masih belum tercapai, sehingga dilanjutkan dalam siklus II, dan hasilnya aktifitas siswa meningkat menjadi 81%, aktifitas guru 95% dan siswa yang tuntas belajar 95%.
Filteration of Morality Values in Book “Islam yang Mencerahkan dan Mencerdaskan” by K.H. Husein Muhammad Fatul, Fitasari; Ichsan, Ahmad Shofiyuddin; Kuswanto, Heri
Afeksi: Jurnal Penelitian dan Evaluasi Pendidikan Vol 5, No 3 (2024)
Publisher : Pusat Studi Penelitian dan Evaluasi Pembelajaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59698/afeksi.v5i3.274

Abstract

This research aimed to determine the filtering of moral values in the book Islam that Enlightens and Intelligents (Islam yang Mencerahkan dan Mencerdaskan) by KH. Husein Muhammad and revealed the relevance of the moral values in this book in the contemporary era. Researchers used a literature review in this research with sources from various relevant documentation. The results of the study showed that the filtering of moral values in the book Islam yang Mencerahkan dan Mencerdaskan included several things, namely 1) being aware of good and bad deeds, 2) the ability to do good things, 3) knowing the condition of one's morality. The relevances of this book in the current era were 1) a person needs to prioritize the purity of his soul, 2) be willing to go abroad in search of knowledge, and 3) not be arrogant about knowledge and oppose teachers.
Model of Madrasah Al-Qur'an in Correctional Institution (Case Study of Class IIA Correctional Institution Yogyakarta) Munjahid, Munjahid; Kuswanto, Heri
QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama Vol. 16 No. 2 (2024): Qalamuna - Jurnal Pendidikan, Sosial, dan Agama
Publisher : Lembaga Penerbitan dan Publikasi Ilmiah Program Pascasarjana IAI Sunan Giri Ponorogo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37680/qalamuna.v16i2.4872

Abstract

This study aims to determine the implementation, implications, supporting and inhibiting factors, and the Madrasah al-Qur'an Al Fajar model in Class IIA Correctional Institution Yogyakarta. This research is a field research using qualitative methods and phenomenological approaches. Data collection techniques are done through interviews, observations, and documentation, while data analysis uses Mautakas' phenomenological theory. The study results show that the implementation of Madrasah Al-Qur'an Al Fajar is driven by three agencies, namely the Class IIA Yogyakarta Prison, the Ministry of Religious Affairs of Yogyakarta, and BAZNAS DIY. Activities are implemented on Monday, Tuesday, Wednesday, Thursday, and Saturday with learning methods that include lectures, sorogan, bandongan, questions and answers, demonstrations, practices, examples, and habituation. The model of Madrasah Al-Qur'an Al Fajar is a madrasah that is managed in a modern and synergistic manner so that it can change the religious behavior of students for the better than before. The implementation of this Madrasah Al-Qur'an implies that students become diligent in reading the Qur'an, be tawadu', be polite and friendly, respect each other, be orderly in worship, be able to become khatib, imam, teaching assistant, and make speeches, with increased awareness and peace of mind. Factors supporting the success of this Madrasah include funds, Ustaz, management, "Santri Ustaz," warrior mentality, volunteers, infrastructure, and community support. Meanwhile, the inhibiting factors are new residents, the rolling system, the "little king," limited human resources (HR), recidivist students, and syndicates.
Analisis penerapan RT-RW Net menggunakan Topologi Mesh-Wireless untuk meningkatkan pemahaman Administrasi Sistem Jaringan Siswa Arianti, Baiq Desi Dwi; Jamaluddin, Jamaluddin; Kuswanto, Heri
Infotek: Jurnal Informatika dan Teknologi Vol. 7 No. 1 (2024): Infotek : Jurnal Informatika dan Teknologi
Publisher : Fakultas Teknik Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jit.v7i1.24809

Abstract

Administrasi Jaringan merupakan salah satu mata pelajaran yang menjadi komponen penting dalam kurikulum pendidikan kejuruan, khususnya jurusan Teknik Komputer dan Jaringan. Mata pelajaran ini dirancang untuk memberikan pengetahuan dan keterampilan kepada siswa mengenai berbagai aspek yang terkait dengan administrasi dan manajemen jaringan. Penelitian ini bertujuan untuk menguji penerapan RT-RW Net menggunakan topologi Mesh-Wireless dengan model praktik dalam meningkatkan pemahaman 30 orang siswa SMKN 3 Selong jurusan TKJ dalam mata pelajaran Administrasi Jaringan dengan pembahasan DHCP Server, IP addressing, subnetting, dan topologi Mesh, menggunakan Mikrotik dan Winbox v.3. Metode yang digunakan yaitu kuantitatif dengan pengumpulan data primer melalui kuesioner dan analisis menggunakan skala likert. Hasil menunjukkan 83,33% siswa menjawab “Sangat Mengerti” terhadap meteri yang diberikan dengan rata-rata skor mencapai 76,21 dari skor maksimum 90. Penerapan model RT-RW menggunakan topologi Mesh berbasis Wireless pada mata pelajaran administrasi jaringan dengan praktik langsung dapat meningkatkan pemahaman siswa. Sehingga sangat penting bagi guru dalam memastikan kesesuaian antara metode pengajaran dan teknologi yang digunakan untuk optimasi pembelajaran siswa
Analisis Prinsip Layout and Composition pada Web Design Perusahaan PT. Bank Rakyat Indonesia, Tbk dan PT. FIF Group berdasarkan Buku "The Principle of Beautifull Website Design (2nd Edition) By Jason Beaird" Kuswanto, Heri
Elinvo (Electronics, Informatics, and Vocational Education) Vol. 2 No. 1 (2017): May 2017
Publisher : Department of Electronic and Informatic Engineering Education, Faculty of Engineering, UNY

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (638.493 KB) | DOI: 10.21831/elinvo.v2i1.14488

Abstract

Kajian ini bertujuan untuk mengetahui prinsip-prinsip desain web yang menarik berdasarkan buku "The Principle of The Beatiful Website Design (2nd edition) by Jason Beaird yang difokuskan pada prinsip Layout and Composition, sekaligus menjawab apakah perusahaan yang memiliki divisi IT menerapkan prinsip tersebut. Metode yang digunakan adalah pendekatan studi kasus, dengan tujuh variabel yakni web page anatomy, grid theory, balance, unity, emphasis, fresh trend dan resizing: fixed, fluid, or responsive layouts. Kajian dilakukan dengan menganalisis dan membandingkan dua buah website perusahaan nasional dengan hasil yang menunjukkan bahwa rancangan website lebih dipengaruhi oleh faktor pandangan dari sisi kegunaan dan estetika. 
Bayesian Survival Mixture Model on Years of Schooling in West Papua Province Nitivijaya, Maulidiah; Iriawan, Nur; Kuswanto, Heri
Proceeding ISETH (International Summit on Science, Technology, and Humanity) 2015: Proceeding ISETH (International Conference on Science, Technology, and Humanity)
Publisher : Universitas Muhammadiyah Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23917/iseth.2375

Abstract

Education could be considered as one of the basic pillars to determine the performance indicator of a respective region. Year of schooling is one of the education indexes,which becomes the government's target in the 9-year compulsory education program. This index illustrates the importance of knowledge and higher-level skills. Meanwhile, West Papua Province as one of the youngest provinces in Indonesia is challenged to improve the quality of human resources, particularly in the underdeveloped regions. Therefore, it is important to identify the variables which influence the years of schooling in the West Papua province. Statistically, the type of data such as length of time is frequently used to be the survival analysis. Nevertheless, the distribution patternof the response variables is difficult to be analyzed. For that reason, this study applied mixture model on years of schooling. Mixture model estimation leads to the complex statistical problems with a number of parameters. Bayesian methods accomplish the estimation through the simulation process of Markov Chain Monte Carlo (MCMC). The survival mixture model was formed based on the status of county. Rural areas were evidenced to give the contribution of years of schooling distribution more than urban area up to 59.87 percent. The opportunity to obtain formal education at least to junior high school in urban areas was greater than rural area had, yet it went down faster in year 12-th or in senior high school level. In general, the factors which influenced the years of schooling in urban and rural areas turned out to be different.
Co-Authors A.A. Ketut Agung Cahyawan W Adatul Mukarromah Ahmad Fathoni Ahmad Shofiyuddin Ichsan Ani Budi Astuti Ary Miftakhul Huda Bani Unggul, Didik Beben Sutara, Beben Dea Astri Titi Dedy Dwi Prastyo Dwi Rantini Effendi, Magdalena Eka Supriatna Ekarini, Fitria Faiqah, Elok Farida Ariany Fatul, Fitasari Fithriasari, Kartika Fitri Ayu Kusumawati, Fitri Ayu Hady Suryono Hariadi Hariadi Hia, Supriadi Idrus Syahzaqi Indah Idamawarti, Itamara Irhamah Irhamah - Jamaluddin Jamaluddin Kinanti Hanugera Gusti Koesniawanto, Moch. Made Ayu Dwi Octavanny Marsono Marsono Moch. Koesniawanto Mohammad Hatta Rafsanjani Muhammad Hisyam Lee Munjahid Nitivijaya, Maulidiah Novi Ajeng Salehah Nur Iriawan Paramita, NLP Satyaning Pradnya Pramono Dwi Utomo Puspita Kartikasari Qori’atunnadyah, Marita Raditya Sukmana Rahmawati, Hasri Rouhan, Asva Abadila Rumaisa Kruba S Suhartono, S Salafiyah Isnawati Sediono, Sediono Setiawan Setiawan Sri Aryani, Sri Suhartono Suhartono Suhartono Suhartono Suhartono Suhartono Suhartono Suhartono Suryansah Susila, Muktar Redy Sutikno Sutikno Ulfa Siti Nuraini Widhianingsih, Tintrim Dwi Ary Wiwiek Setya Winahju