ThesisOpen AccessMetadata saja
Penerapan Algoritma Naive Bayes Untuk Klasifikasi Usaha Mikro, Kecil dan Menengah (UMKM) di Kota Palangka Raya
Untuk melihat pertumbuhan para pelaku UMKM di Kota Palangka Raya dengan menggunakan algoritma Naive Bayes
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ThesisOpen AccessMetadata saja
Penerapan Algoritma Naive Bayes Untuk Klasifikasi Usaha Mikro, Kecil dan Menengah (UMKM) Di Kota Palangka Raya
Masalah dari UMKM adalah belum terklasifikasinya dengan baik, misalnya berkembang atau tidak berkembang UMKM tersebut. Pada penelitian kali ini akan melakukan klasifikasi UMKM di Kota Palangka Raya. Dan Pengujian metode dengan menggunakan Tools Rapid Miner Studio. Atribut yang digunakan adalah Status Tempat Usaha, Sektor Usaha, Nilai Aset, Pendapatan Tahun 2020 dan Pendapatan Tahun 2021. Metode yang akan digunakan menggunakan metode Naive Bayes Classifier, yang merupakan teknik pengklasifikasian data mining. Berdasarkan penelitian yang dilakukan dihasilkan kesimpulan bahwa hasil pengujian conffusion matrix penggunaan metode naive bayes terhadap data latih yang telah diambil pada penelitian diperoleh tingkat hasil Accuracy 96%, Precision 100% untuk berkembang dan 63,64% untuk tidak berkembang, Recall 95,70% untuk berkembang dan 100% untuk yang tidak berkembang. Sedangkan hasil pengujian conffusion matrix terhadap data uji diperoleh tingkat Accuracy 70%, Precision 88,89% untuk berkembang dan 54,55% untuk tidak berkembang dan Recall 61,54% untuk berkembang dan 85,71% untuk tidak berkembang
ThesisOpen AccessMetadata saja
Rancang Bangun Aplikasi Kerajinan UMKM Kecamatan Timpah Berbasis Android
Irwan Susanto, C1755201032 Design of an Android-Based Handicraft SMEs Application in Timpah District, Advisor I Herkules, S.Kom., M.Cs. and Advisor II Rudini, M.Kom The world's trading activities are carried out through direct offerings but the drastic growth of the internet has changed that paradigm. Through the internet, merchants can offer their products online to buyers without the need to meet face-to-face. One of the products that are still offered by direct offer is traditional handicrafts in Central Kalimantan, especially rattan crafts, one of which is the Panunjung Tarung Shop owned by Mr. Bendang which facilitates the sale of community rattan handicraft products in Timah District, Kapuas Regency, Central Kalimantan. The problem faced in marketing this product is the difficulty in introducing rattan handicraft products from Central Kalimantan, especially Timah District. Therefore, along with the development of information technology, marketing of these handicraft products must be built and start using a computerized system and online marketing. This method is expected to facilitate the search for information about rattan handicraft products that have an impact on increasing sales. Online marketing can encourage the entry of traditional handicraft products into the international market. So that opportunities to export products to global markets can be maximized. Based on the background of the problem in the previous paragraph, the author tries to make a research "Designing an Android-Based Handicraft SMEs Application in Timah District". The methodology used in making this application is prototyping. The tools used are Adobe Dreamwever CS4 with PHP programming language and XAMPP with MySQL language as database tools and Android Studio. The methods used in data collection such as observation, interviews, documentation and literature. The system is expected to be able to overcome product marketing problems. From the results of the questionnaire using the Likert Scale method, the author can conclude about the opinions of users about the application made, that users accept the display design and presentation of the information presented well. This is based on the results of the questionnaire that has been calculated using the Likert scale method, with a value of 438 or 87.6% the value is included in the category of Agree (S) interval. Keywords: Design, Application, Craft, MSME, Android UMKM