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Journal : Jurnal Komputer

Application of Fuzzy C-Means Algorithm in Grouping Population Status in Nanjungan Village Ardiansyah, Sohenra; Sari , Herlina Latipa; Sartika , Devi
Jurnal Komputer Vol 1 No 1 (2022): Juli-Desember
Publisher : CV. Generasi Insan Rafflesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70963/jk.v1i1.10

Abstract

Nanjungan Village is one of the villages in Semidang Alas District, Seluma Regency, Bengkulu Province. Every year, the Nanjungan Village Office collects population data within the scope of Nanjungan Alas Village in order to find out the underprivileged population in the village. However, the processing of population data is still done manually by surveying each resident and providing an assessment. The application of the Fuzzy C-Means algorithm in grouping population status in Nanjungan Village can help manage population data and can also help provide recommendations in the form of information on the results of grouping population status data which is divided into 2 groups, namely the less fortunate and the less fortunate. Based on the results of the tests that have been carried out by applying the Fuzzy C-Means Algorithm through observational data in 2021, totaling 618 residents in Nanjungan Village, 5% of the population is taken so that the data is processed as many as 31 residents, the result is that 51.6 % entered into Cluster C1 (Disabled) and 48.4% entered into Cluster C2 (Poor)
Analysis of the Promethee Method in Providing Recommendations for Fisherman Groups Eligible for Grant Assistance Anggara, Thetra; Suranti, Dewi; Sartika , Devi
Jurnal Komputer Vol 1 No 1 (2022): Juli-Desember
Publisher : CV. Generasi Insan Rafflesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70963/jk.v1i1.13

Abstract

The Kaur District Fisheries Service annually has a grant assistance program for fishermen such as the procurement of facilities and infrastructure. So far, the process of providing assistance is still carried out manually, starting from collecting data on fishermen groups to determining whether grant assistance for fishing groups is feasible or not. Of course, this requires quite a long time and in addition, the process of submitting proposals is still done manually, so there is often a backlog of documents at the Kaur District Fisheries Office. Analysis of the Promethee Method in providing recommendations for fishermen groups who are eligible for grant assistance was made using the Visual Basic .Net programming language (IDE Visual Studio 2010) and SQL Server 2008 database. Based on data from fisherman groups as many as 4 fisherman groups which have been analyzed using the Promethee Method, the results obtained that the Meluang Jaya fishermen group has the highest net flow promethee value compared to the 3 other groups, namely the Meluang Jaya Fishermen Group, it is recommended to receive grant assistance from the Kaur District Fisheries Service. Based on the results of system testing that has been carried out, the functionality of the recommendation application for fishermen groups who are eligible for grant assistance at the Kaur District Fisheries Service has been running as expected.