Design of big data technology prototype for classification of village status based on village development index involves k-means algorithm to support village ministry Pdtt work programs

Big data technology is the overall technology that can handle the processing associated with analyzing the data to explore the potential that is in it. Some of the uses of big data are based on the biggest data traffic sources, such as social media, financial transactions, public data, censorship da...

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Bibliographic Details
Published in:Journal of physics. Conference series 2021-03, Vol.1811 (1), p.12012
Main Authors: Hasugian, Paska Marto, Hutahaean, Harvei Desmon, Sinaga, Bosker, Sriadhi, Silaban, Saronom
Format: Article
Language:English
Subjects:
Algorithms
Big Data
Censorship
Classification
Computer models
Decision making
Digital media
Physics
Programming languages
Prototypes
Villages
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Summary:Big data technology is the overall technology that can handle the processing associated with analyzing the data to explore the potential that is in it. Some of the uses of big data are based on the biggest data traffic sources, such as social media, financial transactions, public data, censorship data, and company data. The problem found in the accumulation of village status data that has not been utilized in the decision-making process to determine the status of the next village and the absence of an application to process the data stored in the data database so that a tool is developed to analyze the buildup. The results of this study are to produce a prototype design that is Unified Modeling Language (UML) design, Form Design, and Database Design that will be used to develop Big Data Technology in determining the classification of village status based on the Village Build index.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1811/1/012012