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Application of Support Vector Machine (SVM) Algorithm in Classification of Low-Cape Communities in Lampung Timur Aldino, Ahmad Ari; Saputra, Alvin; Nurkholis, Andi; Setiawansyah, Setiawansyah
Building of Informatics, Technology and Science (BITS) Vol 3 No 3 (2021): December 2021
Publisher : Forum Kerjasama Pendidikan Tinggi

Classification is a technique for grouping and categorizing specific standards as material for compiling information, making conclusions, or making decisions. This paper discusses data classification for underprivileged communities in Tanjung Inten, Purbolinggo, East Lampung using the Support Vector Machine (SVM) algorithm, then grouped into two label classes, namely the less fortunate and capable label classes. From the data that has been collected, 1154 data. The data goes through processing, scoring, labeling, and testing, producing two classes of results, namely less fortunate and capable. From the test data using the Support Vector Machine (SVM) method, the accuracy score is 97%, the precision score is 97%, the Recall score is 100%, and the F1-Score is 98%. This test resulted in a proportion of classification with the capable label is 87% and less fortunate label is 13%

FITUR - FITUR DALAM SHOPEE DAN TIKTOK SHOP YANG MAMPU MENINGKATKAN PENJUALAN Felix, Antonius; Saputra, Alvin; Wibowo, Bimo Mukti; Julius, Julius; Lenisia, Lenisia; Susilo, Sophia Reni
Jurnal Digital Media dan Relationship Vol 6 No 1 (2024): Jurnal Digital Media & Relationship
Publisher : LPPM Universitas Adhirajasa Reswara Sanjaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51977/jdigital.v6i1.1648

Penelitian ini menyelidiki fitur-fitur di Shopee dan TikTok Shop yang meningkatkan penjualan UMKM. Temuan menunjukkan Live Streaming, Gratis Ongkir, dan Potongan Harga efektif dalam meningkatkan penjualan dan daya saing. Live Streaming memperdalam pengalaman berbelanja, membangun hubungan dengan pelanggan, dan meningkatkan eksposur produk. Gratis Ongkir menarik pelanggan dari wilayah yang lebih luas. Potongan Harga menarik perhatian konsumen dan meningkatkan peluang konversi. Penelitian menggunakan metode kualitatif dengan wawancara, observasi, dan dokumentasi. Sampel dipilih menggunakan purposive sampling dari pelaku usaha fashion di Shopee dan Tiktok Shop yang sudah berjalan lebih dari 1 tahun dengan penjualan ratusan hingga ribuan produk. Kesimpulannya, fitur-fitur ini membantu UMKM meningkatkan penjualan dan daya saing online. Dengan pemahaman dan pemanfaatan yang kreatif, UMKM bisa sukses dalam bisnis online.

Pelatihan Dasar dan Aplikasi Internet of Things di Sekolah Menengah Atas Negeri 6 Metro Lampung Mege, Christio Revano; Suaif, Ahmad; Putra, Septia Eka Marsha; Khoirunisa, Vera; Siregar, Sefrani IG; Saputra, Alvin; Ramadhani, Sofia Nur
GOTAVA Vol. 3 No. 1 (2025): GOTAVA
Publisher : Yayasan Sumber Daya Manusia Cerdas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59891/jpmgotava.v3i1.30

Metro 6 State Senior High School is one of the schools that produces the best graduates in Metro City. Learning at this school strives to utilize the latest technology that is in accordance with the needs of the times. One technology that has not been taught at this school is Internet of Things technology. The Internet of Things (IoT) is a concept that refers to a network of physical devices connected via the internet, which are able to exchange data without requiring human-to-human or human-to-computer interaction. In the context of IoT, "physical devices" can include various types of objects, such as sensors, vehicles, household appliances, medical devices, and many more. Metro 6 State Senior High School students do not yet have an understanding of IoT theory and applications. This PKM activity introduces IoT technology through knowledge dissemination and practical assistance for IoT applications in simple applications such as turning on lights via smartphones. The results of this PKM activity are that students' knowledge of IoT theory and applications has increased by more than 100%, as shown by the results of the pre-test with an average score of 39.41 increasing to 80.59 in the post-test. In addition, students are also able to practice turning on lights via IoT-based smartphones. In addition, students of SMA Negeri 6 are facilitated with esp32 microcontrollers, relays and other tools that support the sustainability of IoT practical activities at this school.

FITUR - FITUR DALAM SHOPEE DAN TIKTOK SHOP YANG MAMPU MENINGKATKAN PENJUALAN Felix, Antonius; Saputra, Alvin; Wibowo, Bimo Mukti; Julius, Julius; Lenisia, Lenisia; Susilo, Sophia Reni
Jurnal Digital Media dan Relationship Vol. 6 No. 1 (2024): Jurnal Digital Media & Relationship
Publisher : LPPM Universitas Adhirajasa Reswara Sanjaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51977/jdigital.v6i1.1648

Penelitian ini menyelidiki fitur-fitur di Shopee dan TikTok Shop yang meningkatkan penjualan UMKM. Temuan menunjukkan Live Streaming, Gratis Ongkir, dan Potongan Harga efektif dalam meningkatkan penjualan dan daya saing. Live Streaming memperdalam pengalaman berbelanja, membangun hubungan dengan pelanggan, dan meningkatkan eksposur produk. Gratis Ongkir menarik pelanggan dari wilayah yang lebih luas. Potongan Harga menarik perhatian konsumen dan meningkatkan peluang konversi. Penelitian menggunakan metode kualitatif dengan wawancara, observasi, dan dokumentasi. Sampel dipilih menggunakan purposive sampling dari pelaku usaha fashion di Shopee dan Tiktok Shop yang sudah berjalan lebih dari 1 tahun dengan penjualan ratusan hingga ribuan produk. Kesimpulannya, fitur-fitur ini membantu UMKM meningkatkan penjualan dan daya saing online. Dengan pemahaman dan pemanfaatan yang kreatif, UMKM bisa sukses dalam bisnis online.

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