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Prediction Of Student Performance Using Decision Tree C 4.5 Algorithm Kuntoro, Rames Krisnan; Sudarwanto, Rukin; -, Sriyanto
Prosiding International conference on Information Technology and Business (ICITB) 2017: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 3
Publisher : Prosiding International conference on Information Technology and Business (ICITB)

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

Abstract

This paper aims to make predictions of student achievement based on socioeconomic status of parents, student discipline and student achievement using data mining method with algorithm decision tree classifier C 4.5. For comparison, the research data were analyzed also with CHAID (Chi Squared Automatic Interaction Detection) and multiple regression. The research approach used is quantitative. The subject of this research is the elementary school students in SD Negeri 4 Trimulyo. Data collection techniques used are documented. The results of this study are very helpful for educational institutions to monitor the early improvement of student academic achievement, so that can be accompanied the learning process in order to achieve the expected performance Keywords: Data Mining, Classifier, Decision Tree, C45, CHAID, and Multiple Regression.
Economic development as a way to fight against poverty in a coastal society Rukin Rukin
Masyarakat, Kebudayaan dan Politik Vol. 31 No. 2 (2018): Masyarakat, Kebudayaan dan Politik
Publisher : Faculty of Social and Political Science, Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (400.816 KB) | DOI: 10.20473/mkp.V31I22018.230-240

Abstract

This research is based on the phenomenon of low construction in coastal village areas, primarily in relation to the economic development sector. This study was conducted in order to determine the low economic level of coastal rural communities and its abundant natural resources (SDA). The government has already issued a public policy related to economic empowerment and coastal zone management. However, the coastal village community’s economy remains very low. The qualitative and phenomenological approach was used to obtain the findings about why society in coastal villages is economically low level. The main cause of the economic problem was the lack of ability of the public to capture the business opportunities that existed. In addition, the constant hereditary lifestyle of the coastal people is one of the triggers of their low economic power. There is a lack of distinct empowerment by the government in order to improve their economy. SDA has not been optimally empowering coastal areas by way of the village communities of the coast and there is a lack of village infrastructure. The concrete participation of the local government is expected in relation to the handling of economic empowerment. One solution that can be undertaken is the revamping of public policy related to the development of coastal villages. The completion of the installation program for paving and street lighting is also a priority. The development and empowerment of the economy should be done immediately. Another thing that can be done by the government is the optimisation of the religious and beach tourism there.
Bureaucratic Innovation and Motivation in Implementing Programs and Activities (Study on the Implementation of Activities with a Limited Budget at the General Election Commission of the City of Probolinggo) Dwi Putranto Riau; Rukin Rukin
Iapa Proceedings Conference 2020: Proceedings IAPA Annual Conference
Publisher : Indonesian Association for Public Administration (IAPA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30589/proceedings.2020.409

Abstract

For the Regency/City General Election Commission (KPU) that does not hold the 2020 Regional Head General Election (Pilkada), the annual budget is only sufficient for operational and personnel expenditure. The lack of operational budget led the KPU leadership to look for ways to make operational activities run with innovation and using the minimum budget or without the budget. This study aims to determine how programs and activities can run with minimal or no budget with innovation and motivation from leaders and staff. This research method uses qualitative methods with primary data collection techniques through in-depth interviews and secondary data through literature studies. The results showed that programs and activities could run with minimal or no budgets accompanied by strong motivation from the leadership and staff. The conclusion of this research is that programs and activities can run along with strong innovation and motivation.
PEMBANGUNAN PEREKONOMIAN MASYARAKAT DESA PESISIR SEBAGAI UPAYA PENINGKATAN KESEJAHTERAAN Rukin Rukin
Jurnal Sosial Humaniora Vol. 11 No. 1 (2020): APRIL
Publisher : Universitas Djuanda Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30997/jsh.v11i1.1998

Abstract

Penelitian ini didasari dari fenomena yang masih rendahnya pembangunan yang terjadi didaerah-daerah desa Konservasi pengembangan dibidang ekonomi. Untuk penelitian ini dilakukan guna mempelajari rendahnya investasi masyarakat pesisir Pesisir sumber daya alam (SDA) Pesisir sangat melimpah. Pemerintah sudah mengeluarkan kebijakan publik yang berkaitan dengan pemberdayaan ekonomi dan pengelolaan wilayah pesisir. Namun demikian yang terjadi pada masyarakat desa Pesisir masih sangat rendah. Dengan menggunakan metode kualitatif dan kajian fenomenologi yang diperoleh temuan-temuan tentang rendahnya anggaran masyarakat desa Pesisir ini. Penyebab rendahnya anggaran ini Selain itu, pola hidup masyarakat yang kurang tepat juga menjadi pemicu rendahnya pendapatan mereka. Kurangnya pemberdayaan yang jelas dari pemerintah guna meningkatkan ekonomi mereka. Belum diberdayakannya secara maksimal SDA wilayah Pesisir ini oleh masyarakat Pesisir dan juga sarana prasarana prasarana desa. Diharapkan adanya peran serta pemerintah dalam pengelolaan serta pemberdayaan ekonomi mereka. Salah satu solusi yang daapat diambil adalah pembenahan kebijakan publik yang terkait dengan pembangunan desa Pesisir. Selain itu, program pavingisasi dan penerangan jalan juga menjadi program prioritas. Pembinaan dan pemberdayaan ekonomi harus segera dilakukan.
MOTIVASI BELAJAR ILMU PENGETAHUAN ALAM PADA PESERTA DIDIK KELAS IX SMP PUTRI AL IRSYAD AL ISLAMIYYAH MALANG Rukin, Rukin; Tifani, Karinda
AS-SALAM Vol 12 No 2 (2023): INTERNALISASI NILAI KARAKTER MELALUI HUKUM DAN PENDIDIKAN
Publisher : LPPM STAI DARUSSALAM LAMPUNG

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Abstract

Penelitian ini bertujuan untuk mengetahui faktor yang mempengaruhi motivasi siswa pada mata pelajaran IPA kelas IX SMP Putri Al Irsyad Al Islamiyyah Malang. Jenis penelitian ini adalah penelitian deskriptif. Populasi pada penelitian ini adalah seluruh siswa kelas IX SMP Putri Al Irsyad Al Islamiyyah Malang berjumlah 30 orang. Pengumpulan data menggunakan angket, observasi, wawancara dan dokumentasi. Teknik analisis data menggunakan teknik analisis deskriptif. Dari hasil penelitian diperoleh hasil bahwa motivasi belajar siswa kelas IX SMP Al Irsyad Al Islamiyyah Malang tahun pelajaran 2022-2023 dipengaruhi oleh faktor internal dan faktor eksternal. Indikator dorongan internal terdiri dari adanya hasrat dan keinginan berhasil; adanya harapan dan cita-cita masa depan; menunjukkan minat; dan tekun dalam menghadapi tugas. Sedangkan indikator dorongan ekskternal terdiri dari adanya penghargaan dalam belajar; adanya kegiatan yang menarik dalam belajar; adanya lingkungan belajar yang kondusif; serta adanya dorongan dan kebutuhan dalam belajar.
PELAYANAN PUBLIK BERBASIS PELAYANAN PRIMA DI UNIT TRANSFUSI DARAH PALANG MERAH INDONESIA (PMI) KOTA SURABAYA Dharmawan, Awan; Rukin; zulharman
Journal of Law and Administrative Science Vol. 3 No. 1 (2025): JLAS : Journal of Law and Administrative Science (April)
Publisher : Universitas Teknologi Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33478/jlas.v3i1.30

Abstract

This research aims to see how Excellent service-based public services are implemented at UTD PMI Surabaya City as mandated by law No. 25 of 2009 concerning Public Services as well as the mandate and Regulation of the Minister of Health (PMK) of the Republic of Indonesia Number 83 of 2014 concerning Blood Transfusion Units, Banks Blood. and Blood Transfusion Services Network. The research design used qualitative methods and a descriptive approach was used (Sugiyono, 2017), to answer the research problem, a theoretical approach to the characteristics of excellent service was used (Wijaya, 2022). The research results showed that the theoretical dimensions existed, namely: appearance, politeness and friendliness, willingness to serve, knowledge and expertise, punctuality and promise, honesty and trust, efficiency, legal certainty, openness are all in accordance with existing theoretical indicators. Recommendations for UTD PMI Surabaya City must be additional human resources so that public services can be more optimal, especially for managing patient and non-patient visitor traffic, in the future.
Development of Entrepreneurship Based on Local Wisdom as an Effort to Improve the Community Economy Agus; Rukin
Jurnal Ekonomi Dan Statistik Indonesia Vol 5 No 1 (2025): Berdikari: Jurnal Ekonomi dan Statistik Indonesia (JESI)
Publisher : Future Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11594/jesi.05.01.13

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ABSTRACT: This study explores the development of entrepreneurship based on local wisdom as a strategy to enhance community economies. As communities seek sustainable development, integrating indigenous knowledge and cultural practices into entrepreneurial ventures offers a viable path for economic growth, environmental sustainability, and social empowerment. The research highlights how local wisdom-driven businesses can create economic opportunities that are deeply rooted in cultural heritage, fostering resilience and inclusivity within marginalized communities. By examining previous studies, the paper emphasizes that businesses grounded in local traditions not only cater to local needs but also open avenues for global markets, where authenticity and sustainability are increasingly valued. However, challenges such as the commodification of cultural practices, limited access to resources, and scaling difficulties must be addressed to ensure the success and sustainability of such enterprises. The study concludes that for local wisdom-based entrepreneurship to thrive, targeted support from governments, private sectors, and communities is essential. Recommendations include policy development that supports cultural preservation alongside economic growth, and fostering partnerships that enable knowledge exchange and resource access. Ultimately, integrating local wisdom into entrepreneurship can provide a pathway for community empowerment, contributing to the sustainable development of both local and global economies.
Keikutsertaan Kerja Bakti dalam Mewujudkan Kesadaran Masyarakat akan Kebersihan Lingkungan Perumahan Navilla Graha, Jl. Raya Klampok Sumber Gedang Kecamatan Pandaan Pasuruan Mardianto, Totok; Dedali, Shindu Hargo; Susiani, Dina; Rukin, Rukin; Putro, Suryati Eko; ST, Agus; Sujudi, Muhammad; Jondar, Aloysius; Pribadhi, Agung; Junaidi, Ahmad; Oktaviyani, Nadya Ayu
Eastasouth Journal of Effective Community Services Vol 3 No 03 (2025): Eastasouth Journal of Effective Community Services (EJECS)
Publisher : Eastasouth Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/ejecs.v3i03.325

Abstract

Kerja bakti memiliki peran yang sangat penting dalam menciptakan lingkungan yang bersih dan sehat. Lingkungan yang bersih dapat mengurangi risiko berbagai penyakit, sehingga kualitas hidup masyarakat dapat meningkat. Selain itu, kerja bakti juga berkontribusi terhadap keindahan lingkungan sekitar, membuat suasana lebih nyaman dan asri. Pada hari Kamis dan Jum’at (10-11/04/2025), warga RT 19 di Perumahan Navilla Graha, Jl. Raya Klampok, Sumber Gedang Kecamatan Pandaan Pasuruan, melaksanakan kegiatan kerja bakti membersihkan rumah dan lingkungan sekitar yang terbengkalai yang penuh dengan tumbuhan liar. Kegiatan ini diikuti oleh banyak warga yang dengan antusias bergotong royong untuk membersihkan lingkungan mereka. Dalam kesempatan tersebut, Bapak Lurah Hadi Santoso, S.STP., M.A.P. hadir memberikan semangat dan menyampaikan apresiasi atas kepedulian dan kebersamaan warga dalam menjaga kebersihan lingkungan. Kerja bakti bukan hanya sekedar kegiatan bersih-bersih, tetapi juga merupakan wujud nyata dari kepedulian dan tanggung jawab bersama dalam menciptakan lingkungan yang lebih baik. Diharapkan semangat gotong royong ini terus terjaga di tengah masyarakat. Salah satu cara yang efektif untuk menjaga kebersihan lingkungan sekitar adalah dengan melakukan kerja bakti. Kebiasaan kerja bakti tidak hanya membantu membersihkan lingkungan, tetapi juga dapat memperkuat hubungan kerja sama antar warga. Karena biasanya dilakukan sesuai jadwal, kerja bakti juga dapat memperkuat hubungan kerja sama antar warga. Kerja bakti adalah kegiatan bekerja sama oleh beberapa orang dengan tujuan yang sama. Membiasakan kegiatan ini akan membuat lingkungan sekitar lebih bersih dan menghindari berbagai penyakit berbahaya.Segala sesuatu yang dilakukan bersama-sama akan terasa lebih ringan, dan hasilnya akan memuaskan. Kerja bakti dapat membangun hubungan keluarga atau keakraban di masyarakat. Selain itu, aktivitas ini mengajarkan peserta untuk lebih suka bekerja sama dan peduli pada orang lain.  
Implementasi Strategi Manajemen Pemasaran Fire Product dalam Optimalisasi Distribusi Rantai Pasok di PT. Amman Mineral Nusa Tengara Barat Fajar Ramadhan Tidar; Ady Setiawan; Rukin Rukin
GEMILANG: Jurnal Manajemen dan Akuntansi Vol. 5 No. 3 (2025): Jurnal Manajemen dan Akuntansi
Publisher : BADAN PENERBIT STIEPARI PRESS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56910/gemilang.v5i3.2228

Abstract

This research aims to analyze the implementation of Fire Product marketing management strategies in optimizing supply chain distribution at PT. Amman Mineral Nusa Tenggara Barat. An exploratory case study with a qualitative approach was conducted through semi-structured interviews, participatory observation, and documentation studies involving 20 key informants from various departments. The results show that PT. Amman Mineral implements multi-dimensional marketing strategies with a value-based marketing approach and the "Fire Safety Champion" program that significantly improves distribution efficiency. Five main factors affecting distribution effectiveness include geographical conditions, inter-departmental coordination, technology and information systems, demand fluctuations, and supplier availability and responsiveness. The implementation of product value-based marketing strategies positively correlates with distribution efficiency, marked by a 43% decrease in emergency requests and a 23% reduction in excess inventory without sacrificing availability in critical areas. An integrative model combining demand-based marketing, just-in-time inventory management, and digital monitoring systems is proposed to optimize Fire Product distribution. This research provides theoretical contributions to the development of an integrative marketing management and supply chain model for products with high strategic significance, as well as practical implications for improving distribution efficiency in industries with complex operational characteristics.
Pelatihan Sumber Daya Manusia Pada Komunitas Belajar Di SDN Model Kota Malang Dalam Meningkatkan Proses Pembelajaran Rukin, Rukin; Muflih, Ahmad
KOMUNITA: Jurnal Pengabdian dan Pemberdayaan Masyarakat Vol 4 No 2 (2025): Mei
Publisher : PELITA NUSA TENGGARA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60004/komunita.v4i2.167

Abstract

Pelatihan Sumber Daya Manusia (SDM) yang dilaksanakan pada Komunitas Belajar di SDN Model Kota Malang bertujuan untuk meningkatkan kualitas proses pembelajaran melalui penguatan kompetensi guru dan tenaga kependidikan. Kegiatan pelatihan ini dilakukan secara terstruktur dan berkelanjutan, mencakup pembuatan modul pelatihan, diskusi permasalahan pembelajaran, serta pelatihan pengembangan profesional. Komunitas Belajar di sekolah ini telah terbentuk secara sistematis, melibatkan seluruh jenjang kelas dan mata pelajaran, serta aktif melakukan pertemuan rutin. Hasil pelatihan menunjukkan peningkatan kemampuan pedagogik, pemanfaatan teknologi pembelajaran, dan manajemen kelas. Budaya kolaboratif yang terbangun melalui komunitas belajar menjadikan pelatihan ini lebih aplikatif dan berdampak langsung terhadap peningkatan mutu pendidikan di sekolah. Dengan demikian, pelatihan SDM ini menjadi strategi efektif dalam mewujudkan pendidikan yang lebih berkualitas dan berkelanjutan.