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Firmansyah, Adimas
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Civil Engineering, Building, Construction & Architecture Computer Science & IT Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Languange, Linguistic, Communication & Media Library & Information Science

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E-Learning Methods Impact in Vocational Education Firmansyah, Adimas; Samsudin, Ajeng Febriani; Aqmal, Reinaldo Yusuf; Sasmita, Asep Hadian; Dwiyanti, Vina
INVOTEC Vol 17, No 1 (2021)
Publisher : Faculty of Technological and Vocational Education-Universitas Pendidikan Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17509/invotec.v17i1.32219

Abstract

The development of science and technology, especially in the field of information and technology, has helped and supported progress in all fields, including education. Learning processes that utilize technology and information in providing vocational education or E-learning is an important part. E-learning provides flexible space and time benefits for educators and students. This research is a literature review to understand e-learning systems in learning, especially vocational learning, which has various challenges and aims to deal with specific and technical abilities in each specific vocational field. The literature search strategy uses the search for articles published in national and international scientific journals. The results of research on e-learning indicate that the e-learning method is beneficial for every student and is very effective because e-learning provides space, time and cost benefits for students and educators. In addition, various supporting tools in the assessment of affective, cognitive and psychomotor aspects are available. Even the soft skills needed by vocational education students can be facilitated through e-learning. Optimizing e-learning will have a good impact on vocational education in preparing graduates who are ready to work.
Prediksi Tindak Pidana UU Ite Dengan Metode K-Nn Oleh Personel Polres Metro Bekasi Era Police 4.0 Firmansyah, Adimas; Prianggono, Jarot
Journal of Comprehensive Science Vol. 2 No. 5 (2023): Journal of Comprehensive Science (JCS)
Publisher : Green Publisher Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59188/jcs.v2i5.341

Abstract

Seiring kemajuan zaman, kejadian kejahatan online mengalami peningkatan yang signifikan. Maka dengan kondisi ini perlu peningkatan penanganan terhadap kejahatan online. Hal ini sesuai dengan Program Prioritas Kapolri yaitu Menjadikan Sumber Daya Manusia Polri yang Unggul di Era Police 4.0. Penelitian ini dilakukan untuk mengetahui jenis tindak pidana dalam UU ITE atau kejahatan online, kemudian mengevaluasi hasil prediksi metode K-NN (K-Nearest Neighbor) terhadap kejahatan online dan menganalisi profil korban kejahatan online berdasarkan dataset. Metode penelitian yang digunakan dalam penelitian ini adalah kuantitatif didukung kualitatif. Hasil penelitian menunjukan bahwa mayoritas kejahatan online yang terjadi di wilayah hukum Polres Metro Bekasi adalah penipuan online, hacking/cracking dan penghinaan/pencemaran online. Sedangkan hasil prediksi menggunakan metode K-NN diketahui rerata hasil akurasi terbaik senilai 98,67% pada rasio data training 90% dan 10% data testing dengan menggunakan k = 1,3,5,7,9. Sementara profil korban kejahatan online diketahui mayoritas berjenis kelamin laki-laki, pekerjaan korban mayoritas adalah tenaga profesional, usia korban banyak terjadi pada usia dewasa awal, tempat tinggal korban mayoritas di perkotaan dan TKP sering terjadi di pusat kota. Waktu kejadian cukup banyak terjadi ketika pagi dan dini hari dan hari kejadian cukup tinggi ketika hari rabu.
Co-Authors Aqmal, Reinaldo Yusuf Jarot Prianggono Samsudin, Ajeng Febriani Sasmita, Asep Hadian Vina Dwiyanti