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All Journal Bulletin of Information Technology (BIT) Aptekmas : Jurnal Pengabdian Kepada Masyarakat
Kelly, Angel
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Sistem Cerdas Pengkategorian Surat Undangan Elektronik Tender Pekerjaan Dengan AutoML Kelly, Angel; Irsyad, Hafiz; Widiyanto, Eka Puji
Bulletin of Information Technology (BIT) Vol 5 No 4: Desember 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bit.v5i4.1501

Abstract

Abstrak−Tender merupakan tawaran untuk mengajukan harga, memborong pekerjaan, atau menyediakan barang. Pengelompokan surat undangan elektronik tender pekerjaan merupakan proses penting dalam menentukan apakah tender tersebut termasuk kategori pekerjaan dalam suatu perusahaan. Dataset yang digunakan memiliki jumlah sebanyak 650 judul pekerjaan yang dibagi dengan rasio 80:20, data training sebesar 80% dan data testing sebesar 20%. Pengembangan perangkat lunka ini dilakukan untuk mengelompokan kategori surat undangan elektronik tender menggunakan algoritma AutoML AutoGluon. Hasil dari pengujian yang dilakukan menunjukkan akurasi terbaik yang dihasilkan pada pengujian skenario ketiga (presets High) dengan akurasi sebesar 81.53%, sedangkan skenario pertama (presets Medium) memberikan akurasi terendah sebesar 77.69%. Kata Kunci: AutoML, AutoGluon, Tender, Surat Undangan Elektronik
PENERAPAN DIGITAL MARKETING TERHADAP UMKM SEBAGAI PEMASARAN DALAM MENGHADAPI REVOLUSI Kelly, Angel; Hartati, Ery; Felicia; Ariansyah, Nova; Djunaidi, Sherdian
Aptekmas Jurnal Pengabdian pada Masyarakat Vol 7 No 3 (2024): APTEKMAS Volume 7 Nomor 2 2024
Publisher : Politeknik Negeri Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36257/apts.v7i2.8737

Abstract

Micro, Small and Medium Enterprises (MSMEs) play a vital role in the economy and have great potential for significant growth. However, even though the digital era has penetrated various sectors, there are still many MSMEs that have not taken advantage of the marketing opportunities offered by digital marketing. Data from Kompas.id in 2022 reveals that around 65 million MSMEs have not adopted digital marketing strategies, which is largely due to a lack of technological understanding among business actors. Therefore, this Community Service Activity aims to provide direct training and guidance to MSMEs, such as Lin's Culinary, in utilizing social media such as Instagram and the graphic design tool Canva. It is hoped that through this activity, MSME owners can increase their understanding and skills in utilizing digital platforms for marketing purposes, and can increase the competitiveness and sustainability of their businesses. Keywords: Canva, Digital Marketing, Instagram, MSMEs
Co-Authors Ariansyah, Nova Djunaidi, Sherdian Eka Puji Widiyanto FELICIA Hafiz Irsyad Hartati, Ery