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ANALISIS DATA SCIENCE PADA STRUKTUR DATA KEPADATAN PENDUDUK KOTA TEGAL Marstyo Ardiansyah; Aang Alim Murtopo; Nurul Fadilah; Nugroho Adhi Santoso
Jurnal Publikasi Teknik Informatika Vol 1 No 3 (2022): September : Jurnal Publikasi Teknik Informatika
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (494.484 KB) | DOI: 10.55606/jupti.v1i3.620

Abstract

Indonesia merupakan negara dengan kepadatan penduduk yang sangat banyak nomer 4 di dunia. Kepadatan penduduk Indonesia mengalami peningkatan yang cukup signifikan setiap tahunnya, bersumber dari Badan Pusat Statistik Indonesia, sensus penduduk tahun 2021 kepadatan penduduk Indonesia mencapai 273 juta jiwa (Badan Pusat Statistik 2020). Kepadatan penduduk memiliki banyak konsekuensi dalam banyak hal, antara lain: kepadatan permukiman, kerawanan sosial, penyediaan air bersih yang semakin sulit, kemacetan dan pekerjaan yang semakin sulit. Program Keluarga Berencana (KB) yang dilaksanakan oleh pemerintah belum sepenuhnya mengatasi masalah kepadatan penduduk di Indonesia. Makan dengan permasalahan yang ada membutuhkan sebuah rumus, dengan Data Science dengan mengacu pada metode peramalan yang akan digunakan untuk peramalan jangka panjang, jangka menengah, dan jangka pendek diharapkan mampu menyelesaikan permasalahan kepadatan penduduk, peneliti melakukan penelitian di kota Tegal dalam peramalan tingkat penduduk. Dan untuk mengetahui kepadatan penduduk kota Tegal pada tahun yang akan datang maka perlu dilakukan suatu sistem peramalan tingkat kepadatan penduduk untuk memprediksi kepadatan penduduk pada 10 tahun mendatang dari data 10 tahun sebelumnya, sehingga diperoleh hasil dari peramal tahun sebelumnya akan menentukan peramalan data kepadatan penduduk pada tahun sebelumnya. yang akan datang. Teknik penelitian yang digunakan meliputi: pengumpulan data, peramalan data, analisis hasil dan kesimpulan. Hasil peramalan diambil dari nilai kesalahan Mean Absolute Deviation (MAD), Mean Square Error (MSE) dan Mean Absolute Percentage Error (MAPE) terkecil dari hasil peramalan Kepadatan Penduduk Kota Tegal.
Penerapan Aplikasi Pelayanan Masyarakat Desa (Studi Kasus: Desa Tonggara Kecamatan Kedungbanteng Kabupaten Tegal) Aang Alim Murtopo; Zaenul Arif; Bangkit Indarmawan Nugroho; Nugroho Adhi Santoso; Sarif Surorejo; Bayu Aji Santoso; Syefudin; Gunawan; Wresti Andriani; Rifki Dwi Kurniawan
JURNAL AKADEMIK PENGABDIAN MASYARAKAT Vol. 2 No. 4 (2024): Juli : Jurnal Akademik Pengabdian Masyarakat
Publisher : CV. KAMPUS AKADEMIK PUBLISING

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61722/japm.v2i4.2209

Abstract

The implementation of the Community Service Application in Tonggara Village, Kedungbanteng District, Tegal Regency aims to simplify and speed up the community service process. This application is web-based and can be accessed by the public via computer, smartphone or tablet devices. Some of the services available in this application include providing information about village profiles, village potential, and village programs. The Village Community Services Application can process various village administration services, such as domicile certificates, business certificates and trade business permits. The Village Community Services Application provides a platform for the community to submit complaints to the village government, providing consultation services for the community regarding various matters, such as health, education and law. The implementation of this application is expected to increase the effectiveness and efficiency of community services in Tonggara Village. Apart from that, this application is also expected to increase the transparency and accountability of the village government to the community. The benefits of implementing the Village Community Service Application in Tonggara Village have several benefits, including increasing the effectiveness and efficiency of community services, making the community service process faster, easier and more transparent. Increasing transparency and accountability of village governments, communities can easily access information about available services and monitor village government performance. Increasing community satisfaction, people feel more satisfied with the services provided by the village government. Increasing community participation, it is easier to get involved in village activities. Implementing the community service application in Tonggara Village is the right step to improve the quality of public services in the village. This application can help village governments to provide more effective, efficient, transparent and accountable services to the community.
Character Building : Pentingnya Literasi Digital dan Kesehatan Reproduksi Remaja untuk Membentuk Siswa Kelas XI Hebat Nugroho Adhi Santoso; Bangkit Indarmawan Nugroho; Sarif Surorejo; Aang Alim Murtopo; Rifki Dwi Kurniawan; Syefudin Syefudin; Zaenul Arif; Bayu Aji Santoso
Svarga Pena : Jurnal Pengabdian Kepada Masyarakat Vol. 1 No. 4 (2024): Desember : Svarga Pena : Jurnal Pengabdian Kepada Masyarakat
Publisher : Universitas Veteran Bangun Nusantara Sukoharjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/svargapena.v1i4.71

Abstract

The abundance of information available in the digital world makes it difficult for students to sort out what is true and relevant. Many teenagers get information about reproductive health from unreliable sources or even myths. The lack of good role models can make teenagers lose their way. Equip students with the skills to evaluate information, think critically, and use technology responsibly. Grade XI students are at a critical stage of development. They are starting to form their identity, make more independent decisions, and prepare themselves for the future. Therefore, providing digital literacy and understanding of reproductive health at this age is very important to form a strong character. Students can understand how digital literacy and knowledge of reproductive health affect adolescent character, and can evaluate the effectiveness of character building programs that integrate digital literacy and reproductive health.
Prediksi Nilai Akhir Semester Siswa Menggunakan Algoritma Random Forest Slamet Kusworo; Nugroho Adhi Santoso; Rifki Dwi Kurniawan
Jurnal Sains dan Ilmu Terapan Vol. 7 No. 2 (2024): Jurnal Sains dan Ilmu Terapan
Publisher : Politeknik Kampar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59061/jsit.v7i2.918

Abstract

Students' end-of-semester grades show the results of the learning process that has been carried out for 1 semester, therefore accurate evaluation is very important to determine the extent to which learning objectives have been achieved properly. This research aims to create an appropriate prediction model to project students' final semester grades before the assessment period so that it can help teachers to identify at-risk students and provide appropriate treatment. This research uses the random forest algorithm and uses a dataset of student grades. The Random Forest model was successfully obtained through training and model evaluation using test data, showing an accuracy of 93.33%. The use of the random forest algorithm to predict students' final semester grades can be the right way to produce high accuracy for the benefit of educators in handling their students.
Pengembangan Kapasitas Usaha Klasterisasi Bawang Merah “Diversifikasi Produk Bawang Merah dan Strategi Pemasaran Di Era Digitalisasi” Zaenul Arif; Nugroho Adhi Santoso; Bangkit Indarmawan Nugroho; Aang Alim Murtopo; Sarif Surorejo; Syefudin Syefudin; Bayu Aji Santoso
JURNAL AKADEMIK PENGABDIAN MASYARAKAT Vol. 3 No. 3 (2025): MEI
Publisher : CV. KAMPUS AKADEMIK PUBLISING

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61722/japm.v3i3.4355

Abstract

The development of shallot cluster business capacity is crucial in increasing the competitiveness and welfare of farmers, especially in the digital era. This community service aims to explore the potential for shallot product diversification and formulate effective marketing strategies through the use of digital platforms. Through a qualitative approach with case studies on selected shallot clusters, this study identified various processed shallot products that have added value, such as fried shallots with various flavors, shallot floss, shallot paste, and other derivative products. The analysis of digital marketing strategies includes the use of social media, e-commerce, and other online platforms to expand market reach and increase interaction with consumers. The results of community service are expected to provide practical recommendations for the development of shallot cluster business capacity, encourage product innovation, and optimize the use of digital technology in marketing strategies to achieve sustainable economic growth for farmers.