Marriage in the view of Islam is something sacred, meaning worship to Allah SWT, following the sunnah of the Prophet Muhammad and carried out on the basis of sincerity, responsibility, and following legal provisions that must be heeded. In Aceh province, the divorce rate from Aceh Syari'ah Court data throughout 2017, the number of divorces occurred reaching 5,399. The data and facts about the divorce case are a reality that must be accepted even though it is bitter, and while looking for the best way and strategy to prevent divorce from an early age. Based on the divorce rate which continues to increase every year, it is necessary to have data to determine the factors that influence divorce. Thus, these data can be used as a decision-making tool that can later be a good solution for the government, society and for married couples in the future. Naïve Bayes classification is a simple probability classification based on the application of the Bayes Theorem with the assumption that the explanatory variables are independent or (independent). In this case, it is assumed that the presence or absence of a particular event from a group is not related to the presence or absence and other events. With a system to predict divorce, it can help users who want to know divorce predictions.

3ABSTRAK Dalam proses pengemasan saat ini, penyortiran ini dilakukan secara manual. Dalam penelitian ini, convolution neural network diterapkan untuk secara otomatis untuk mengetahui informasi kecacatan biji kopi arabika. Input yang digunakan dalam penelitian ini adalah gambar biji kopi arabika dengan proses penguraian yang telah dikeringkan. Skenario yang terlibat dalam penelitian ini adalah pengumpulan data, preprocessing, klasifikasi dan pengujian. Preprocessing dilakukan dengan memotong beberapa cakupan objek biji kopi yang hanya berisi gambar biji kopi. Klasifikasi dilakukan oleh CNN, untuk mendapatkan akurasi model yang terbaik, parameter yang ada harus diuji dan dievaluasi. Pengujian dilakukan untuk dua jenis model, model 2 kelas dan model 4 kelas. Hasil percobaan menunjukkan bahwa akurasi terbaik yang diperoleh untuk model 2-kelas adalah 82,46 % dengan menggunakan tingkat pembelajaran 0,0001, konvolusi lapisan tunggal dengan lima belas filter dan 100 neuron pada lapisan tersembunyi. Ukuran filter adalah 3x3x3. Sedangkan model 4-kelas memperoleh akurasi terbaik 70,73% dengan dua lapisan konvolusional. Jumlah filter di setiap lapisan adalah 6 filter dengan ukuran 3x5x5 di lapisan pertama dan 18 filter dengan ukuran 6x3x3 di lapisan kedua

E-Commerce is a flexible buying and selling system where a buyer does not need to come to a physical store to buy an item. Currently e-commerce is one of the alternative options for a business that is especially engaged in the field of processed coffee as a medium of information that facilitates interaction between sellers and buyers without limited space and time. Coffee is one of the leading commodities in plantation subsectors in Indonesia, especially in the gayo karana highland area because it has good market opportunities at home and abroad and also has an important role in the Indonesian economy, one of which is the Ine kupi business owned by individuals who are on the main shah road, bahgie bertona village, Kec Bandar, Bener Meriah, Aceh where with the design of this sales e-commerce system can make it easier for consumers to order products on Ine Kupi as long as they are connected to the internet network, Consumers only need to register, login and place an order.

E-Commerce is a flexible buying and selling system where a buyer does not need to come to a physical store to buy an item. Currently e-commerce is one of the alternative options for a business that is especially engaged in the field of processed coffee as a medium of information that facilitates interaction between sellers and buyers without limited space and time