Home is one of the basic needs for humans, where the house serves as a place to shelter and shelter. Apart from having a function as a place to live, the house also functions as a place for fostering and chatting with a family. Poverty is a condition where a person is unable to fulfill his basic needs. In Nagori Tangga Batu there are still many people who have homes that are not habitable. Based on these problems, the government organized a poverty alleviation program through a home renovation route for residents of Nagori Tangga Batu village. In determining whether or not a house is suitable for renovation, it is necessary to use an Artificial Neural Network using the Backpropogation algorithm to determine whether or not the house of Nagori Tangga Batu residents is eligible for home renovation assistance. The best research with Artificial Neural Network method in determining the feasibility of recipients of home renovation assistance using the backpropagation algorithm is the model 6-3-1 with the repetition process (epoch) during training with epoch value = 1673 and MSE achievement during testing with MSE = 0.00797068 . This research is expected to be a reference for further researchers relating to the user algorithm used.
The purpose of the research and assistance carried out in Sidomukti Village, Kenduruan Sub-District, Tuban District was to make farmers independent for seed sovereignty, production sovereignty, and market sovereignty. The method used was Participatory Action Research. The results obtained are that agriculture is a very crucial field in the lives of Indonesian people. Therefore, the number of innovations and assistance carried out to build or increase agricultural capacity is absolutely necessary. In addition, collaboration between parties will be very helpful in the process of independence in the agricultural sector, both in the fields of seeds, production, and markets. For further researchers and assistants, it is hoped that they can carry out more in-depth research, this is because the research and assistance carried out is only in a fairly short time, so that the implementation evaluation process cannot be carried out optimally. In addition, collaboration from multi stakeholders continues to provide further assistance, especially in collaboration with government agencies, where one of the missions carried out by the current Regent is to increase the added value of the agricultural sector widely, where one of the work programs is one village. one priority, village cooperation, logistical support, and strengthening food security. So that multi-stakeholder cooperation will be established in Sidomukti Village.
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